Sun May 15 15:27:12 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:D8:00.0 Off | 0 | | N/A 25C P8 13W / 250W | 0MiB / 45556MiB | 0% Default | | | | N/A | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ Obtaining file:///scratch/rb5139/constellations/src Preparing metadata (setup.py): started Preparing metadata (setup.py): finished with status 'done' Installing collected packages: constellations Attempting uninstall: constellations Found existing installation: constellations 0.0.0 Uninstalling constellations-0.0.0: Successfully uninstalled constellations-0.0.0 Running setup.py develop for constellations Successfully installed constellations-0.0.0 Creating .K0UK8A7NAK5RSYGTLKKS, for loading in git data Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .2BSXSL3HHQAMBDWRE7DP, for loading in git data Encountered Error: connectivity/bert_ft_qqp-31 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-31.pt Euclidean distance between 17 and 31: 19.733800888061523. Interpolating between 17 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 0.2525 0.8965 0.8556 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2459 0.8984 0.8579 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2446 0.9004 0.8595 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2455 0.9023 0.8626 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2448 0.9023 0.8619 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2432 0.9043 0.8643 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2449 0.8984 0.8564 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2514 0.9023 0.8619 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 31 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .2M9Z5ZM418Q7J7C56PPA, for loading in git data Encountered Error: connectivity/bert_ft_qqp-32 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-32.pt Euclidean distance between 17 and 32: 23.73621940612793. Interpolating between 17 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 0.2318 0.8965 0.8540 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2284 0.8984 0.8653 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2811 0.8789 0.8473 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3788 0.8789 0.8495 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3921 0.8750 0.8118 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3121 0.8691 0.8000 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2471 0.9004 0.8547 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2311 0.9023 0.8603 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 32 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .WW57OL0FSXBXJX11RAB6, for loading in git data Encountered Error: connectivity/bert_ft_qqp-33 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-33.pt Euclidean distance between 17 and 33: 20.419681549072266. Interpolating between 17 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 0.2445 0.8984 0.8514 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2346 0.8984 0.8514 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2391 0.9023 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2489 0.8984 0.8506 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2506 0.8984 0.8506 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2454 0.8984 0.8506 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2436 0.8984 0.8531 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2496 0.8945 0.8475 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 33 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .LOSNCZFR21X92NSVEYXL, for loading in git data Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-34.pt Euclidean distance between 17 and 34: 23.62299346923828. Interpolating between 17 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 0.2370 0.9082 0.8740 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2387 0.8945 0.8615 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2763 0.8789 0.8458 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3526 0.8867 0.8535 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3750 0.8672 0.7914 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3041 0.8770 0.8119 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2449 0.9043 0.8620 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2327 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 34 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .UPRH960EUY1LSNQAIYKT, for loading in git data Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-35.pt Euclidean distance between 17 and 35: 23.777406692504883. Interpolating between 17 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 0.2362 0.8926 0.8509 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2273 0.8984 0.8632 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2885 0.8730 0.8387 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4175 0.8516 0.8137 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4424 0.8633 0.7840 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3352 0.8711 0.8012 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2513 0.9004 0.8530 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2311 0.8984 0.8539 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 35 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .SDAMM7K1MKRVHSXEKYHQ, for loading in git data Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-36.pt Euclidean distance between 17 and 36: 23.62030601501465. Interpolating between 17 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 0.2561 0.8926 0.8518 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2445 0.9004 0.8682 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2734 0.8789 0.8473 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3389 0.8691 0.8393 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3571 0.8984 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2922 0.8965 0.8490 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2371 0.9082 0.8691 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2288 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 36 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .43DLVVC98GQGYK57JJI7, for loading in git data Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-37.pt Euclidean distance between 17 and 37: 23.5114688873291. Interpolating between 17 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 0.2330 0.9082 0.8698 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2274 0.8984 0.8624 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2800 0.8906 0.8564 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3813 0.8926 0.8509 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3924 0.8379 0.7243 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3147 0.8633 0.7840 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2509 0.8984 0.8514 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2350 0.8984 0.8531 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 37 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .3A7ZUO2TCPL4CIU9VQQZ, for loading in git data Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-38.pt Euclidean distance between 17 and 38: 23.899150848388672. Interpolating between 17 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 0.2284 0.9121 0.8794 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2354 0.9004 0.8675 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2929 0.8711 0.8390 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3955 0.8301 0.7991 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4215 0.9043 0.8665 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3277 0.8887 0.8338 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2516 0.9004 0.8555 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2323 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 38 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .G0SWQSWTKCASVIOWZJSW, for loading in git data Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-39.pt Euclidean distance between 17 and 39: 23.703855514526367. Interpolating between 17 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 0.2316 0.9043 0.8672 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2298 0.8984 0.8639 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2977 0.8711 0.8406 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4020 0.8555 0.8263 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3969 0.8965 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3078 0.8906 0.8400 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2426 0.9043 0.8627 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2297 0.9043 0.8635 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 39 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .GPDTG3ZAI567CR5WG8LA, for loading in git data Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-40.pt Euclidean distance between 17 and 40: 22.792566299438477. Interpolating between 17 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 0.2339 0.9141 0.8804 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2236 0.9023 0.8663 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2475 0.9043 0.8707 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2908 0.9004 0.8610 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2936 0.8906 0.8418 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2584 0.9023 0.8580 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2340 0.9043 0.8620 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2354 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 40 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .6635VC8JLIF2OHCWYNF6, for loading in git data Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-41.pt Euclidean distance between 17 and 41: 23.544675827026367. Interpolating between 17 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 0.2464 0.9043 0.8672 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2346 0.8984 0.8639 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2734 0.8828 0.8507 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3349 0.9043 0.8734 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3318 0.8848 0.8300 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2811 0.8887 0.8328 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2391 0.9004 0.8555 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2327 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 41 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .UNDPA9KBT7ZTUHFMEFMY, for loading in git data Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-42.pt Euclidean distance between 17 and 42: 23.65010643005371. Interpolating between 17 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 0.2396 0.9023 0.8649 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2340 0.9043 0.8707 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2781 0.8945 0.8636 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3702 0.9082 0.8786 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3988 0.8750 0.8037 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3170 0.8789 0.8121 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2459 0.9004 0.8547 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2305 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 42 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .W8QL30EI61TU7Y6JHUQN, for loading in git data Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-43.pt Euclidean distance between 17 and 43: 23.671478271484375. Interpolating between 17 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 0.2310 0.9082 0.8712 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2198 0.9102 0.8770 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2585 0.9043 0.8747 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3664 0.8789 0.8465 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4122 0.8848 0.8329 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3240 0.8809 0.8179 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2482 0.9043 0.8612 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2304 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 43 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .ICI9SDK90U4R3L2A4P36, for loading in git data Encountered Error: connectivity/bert_ft_qqp-44 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-44.pt Euclidean distance between 17 and 44: 23.54459571838379. Interpolating between 17 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 0.2311 0.8965 0.8540 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2249 0.8965 0.8616 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2667 0.8887 0.8557 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3620 0.9004 0.8595 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4019 0.8047 0.6403 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3206 0.8672 0.7862 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2501 0.8965 0.8473 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2339 0.8945 0.8483 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 44 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .J7VDNZ9VR3YXSN9M4NWB, for loading in git data Encountered Error: connectivity/bert_ft_qqp-45 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-45.pt Euclidean distance between 17 and 45: 23.67062759399414. Interpolating between 17 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 0.2154 0.9062 0.8703 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2153 0.9062 0.8737 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2650 0.8906 0.8600 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3563 0.8926 0.8622 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3645 0.8750 0.8095 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2922 0.8848 0.8260 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2397 0.8984 0.8523 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2303 0.9062 0.8667 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 45 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .SQUH16L7JJF7O06SPXLB, for loading in git data Encountered Error: connectivity/bert_ft_qqp-46 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-46.pt Euclidean distance between 17 and 46: 23.712570190429688. Interpolating between 17 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 0.2406 0.9043 0.8650 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2305 0.9082 0.8766 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2703 0.8848 0.8543 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3535 0.8633 0.8341 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3815 0.8945 0.8564 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3054 0.8965 0.8490 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2420 0.9043 0.8627 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2303 0.9023 0.8611 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 46 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .ZT1RDUQ3N7M7CTA832U2, for loading in git data Encountered Error: connectivity/bert_ft_qqp-47 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-47.pt Euclidean distance between 17 and 47: 22.496816635131836. Interpolating between 17 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 0.2280 0.9043 0.8665 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2231 0.9062 0.8710 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2615 0.9004 0.8610 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3217 0.8770 0.8108 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3236 0.8691 0.7873 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2778 0.8848 0.8239 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2443 0.9004 0.8539 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2405 0.8984 0.8531 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 47 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .ABSLSI15BMYU0UGSDIAG, for loading in git data Encountered Error: connectivity/bert_ft_qqp-48 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-48.pt Euclidean distance between 17 and 48: 23.63648796081543. Interpolating between 17 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 0.2170 0.9121 0.8739 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2138 0.9023 0.8656 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2718 0.8984 0.8610 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3902 0.8770 0.7987 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4217 0.7480 0.4557 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3218 0.8574 0.7653 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2489 0.8965 0.8464 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2335 0.9062 0.8652 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 48 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .7FRV1OC5S0E93RD9VWR5, for loading in git data Encountered Error: connectivity/bert_ft_qqp-49 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-49.pt Euclidean distance between 17 and 49: 23.633705139160156. Interpolating between 17 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 0.2563 0.9004 0.8610 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2459 0.9004 0.8661 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2756 0.8828 0.8507 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3609 0.8711 0.8374 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3942 0.8848 0.8319 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3145 0.8809 0.8201 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2453 0.9023 0.8596 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2312 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 49 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .WHKN1CK8CP0IBRS04JCB, for loading in git data Encountered Error: connectivity/bert_ft_qqp-50 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-50.pt Euclidean distance between 17 and 50: 23.844825744628906. Interpolating between 17 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 0.2320 0.9043 0.8679 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2370 0.9043 0.8734 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2967 0.8633 0.8333 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4241 0.7871 0.7604 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4593 0.8457 0.8049 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3433 0.8906 0.8391 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2522 0.9004 0.8555 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2295 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 50 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .6YFSX2P2E4LIU08UVT65, for loading in git data Encountered Error: connectivity/bert_ft_qqp-51 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-51.pt Euclidean distance between 17 and 51: 23.689422607421875. Interpolating between 17 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 0.2372 0.9023 0.8634 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2242 0.8984 0.8610 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2583 0.8965 0.8630 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3576 0.8848 0.8347 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4226 0.7324 0.4069 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3337 0.8438 0.7351 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2536 0.8965 0.8455 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2342 0.8984 0.8539 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 51 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .FAES03H7MUVIBSOV6HUD, for loading in git data Encountered Error: connectivity/bert_ft_qqp-52 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-52.pt Euclidean distance between 17 and 52: 23.5074462890625. Interpolating between 17 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 0.2435 0.9043 0.8665 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2335 0.8965 0.8609 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2628 0.8848 0.8521 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3243 0.8809 0.8501 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3387 0.9023 0.8634 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2832 0.8945 0.8457 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2377 0.8984 0.8523 [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 52 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .LS19WMMW1LRQ9FX06Y0N, for loading in git data Encountered Error: connectivity/bert_ft_qqp-53 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-53.pt Euclidean distance between 17 and 53: 20.086698532104492. Interpolating between 17 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 0.2527 0.9004 0.8563 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2406 0.9023 0.8596 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2391 0.9043 0.8635 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2427 0.9023 0.8611 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2435 0.8926 0.8476 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2424 0.8984 0.8556 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2445 0.8984 0.8564 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2511 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 53 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .D9YUWF0P5D4Y33TEW5JQ, for loading in git data Encountered Error: connectivity/bert_ft_qqp-54 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-54.pt Euclidean distance between 17 and 54: 23.698406219482422. Interpolating between 17 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 0.2450 0.9062 0.8696 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2385 0.8965 0.8616 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2855 0.8691 0.8337 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3705 0.8809 0.8479 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3663 0.8867 0.8352 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2944 0.8867 0.8304 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2399 0.9043 0.8627 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2304 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 54 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .B5P9UI2F76E761MIMJHQ, for loading in git data Encountered Error: connectivity/bert_ft_qqp-55 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-55.pt Euclidean distance between 17 and 55: 23.745162963867188. Interpolating between 17 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 0.2387 0.9004 0.8579 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2294 0.9062 0.8730 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2797 0.8887 0.8557 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4074 0.8613 0.8117 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4546 0.7520 0.4686 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3407 0.8594 0.7750 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2525 0.8984 0.8506 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2314 0.8984 0.8539 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 55 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .IXNI7H02H2HI62MBQR2X, for loading in git data Encountered Error: connectivity/bert_ft_qqp-56 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-56.pt Euclidean distance between 17 and 56: 23.546770095825195. Interpolating between 17 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 0.2203 0.9043 0.8650 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2226 0.9141 0.8848 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2895 0.8926 0.8615 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3988 0.9121 0.8760 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3962 0.8516 0.7548 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3050 0.8789 0.8133 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2435 0.8965 0.8499 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2325 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 56 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .HMP8E6R09CH3WFIBHVVO, for loading in git data Encountered Error: connectivity/bert_ft_qqp-57 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-57.pt Euclidean distance between 17 and 57: 23.400053024291992. Interpolating between 17 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 0.2440 0.9043 0.8643 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2292 0.9082 0.8733 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2623 0.9004 0.8668 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3485 0.8945 0.8457 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3830 0.8203 0.6761 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3109 0.8691 0.7900 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2505 0.9004 0.8530 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2361 0.8965 0.8499 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 57 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .W30D2PL9ZOXNQHKT22MG, for loading in git data Encountered Error: connectivity/bert_ft_qqp-58 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-58.pt Euclidean distance between 17 and 58: 23.667509078979492. Interpolating between 17 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 0.2432 0.8926 0.8533 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2411 0.8984 0.8660 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3009 0.8867 0.8564 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3963 0.8691 0.8370 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3913 0.8828 0.8256 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3080 0.8750 0.8107 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2469 0.9043 0.8604 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2334 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 58 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .O18X9KY9F513Z9IQYE00, for loading in git data Encountered Error: connectivity/bert_ft_qqp-59 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-59.pt Euclidean distance between 17 and 59: 23.690902709960938. Interpolating between 17 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 0.2393 0.8984 0.8579 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2445 0.8906 0.8549 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2945 0.8848 0.8514 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4028 0.8457 0.7812 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4298 0.7207 0.3470 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3332 0.8535 0.7588 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2545 0.8926 0.8397 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2338 0.8984 0.8531 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 59 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .X6I0N5TZ0AKR0IODQ0QQ, for loading in git data Encountered Error: connectivity/bert_ft_qqp-60 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-60.pt Euclidean distance between 17 and 60: 23.412275314331055. Interpolating between 17 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 0.2323 0.9062 0.8689 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2251 0.8984 0.8617 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2735 0.8945 0.8629 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3561 0.9004 0.8647 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3540 0.8789 0.8176 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2863 0.8887 0.8348 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2388 0.8984 0.8531 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2327 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 60 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .XH8NS4GS4WMJ49OZB1N7, for loading in git data Encountered Error: connectivity/bert_ft_qqp-61 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-61.pt Euclidean distance between 17 and 61: 20.01367950439453. Interpolating between 17 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 0.2679 0.8906 0.8418 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2585 0.8945 0.8492 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2562 0.8984 0.8547 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2564 0.8984 0.8547 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2549 0.8984 0.8547 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2528 0.9004 0.8579 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2508 0.8984 0.8539 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2542 0.8984 0.8539 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 61 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .9D000O39MM2I7UCKLXFI, for loading in git data Encountered Error: connectivity/bert_ft_qqp-62 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-62.pt Euclidean distance between 17 and 62: 23.606700897216797. Interpolating between 17 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 0.2277 0.9102 0.8722 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2193 0.9102 0.8777 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2602 0.8984 0.8667 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3479 0.9004 0.8640 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3707 0.8672 0.7914 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3035 0.8789 0.8133 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2454 0.8984 0.8523 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2330 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 62 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .IM5SSAQG9DCTX9QKG5QV, for loading in git data Encountered Error: connectivity/bert_ft_qqp-63 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-63.pt Euclidean distance between 17 and 63: 20.72588348388672. Interpolating between 17 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 0.2352 0.9023 0.8596 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2288 0.9004 0.8563 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2352 0.8984 0.8523 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2456 0.9023 0.8588 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2482 0.8984 0.8531 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2425 0.9004 0.8555 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2406 0.8984 0.8523 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2477 0.8945 0.8475 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 63 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .0N2JCM5468B9XG7W53TG, for loading in git data Encountered Error: connectivity/bert_ft_qqp-64 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-64.pt Euclidean distance between 17 and 64: 23.269771575927734. Interpolating between 17 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 0.2479 0.8926 0.8501 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2342 0.8965 0.8587 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2738 0.8848 0.8483 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3422 0.9102 0.8770 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3411 0.8828 0.8276 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2828 0.8926 0.8406 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2383 0.9023 0.8588 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2320 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 64 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .Y48V582VS1L8IT9VB4WJ, for loading in git data Encountered Error: connectivity/bert_ft_qqp-65 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-65.pt Euclidean distance between 17 and 65: 23.46050262451172. Interpolating between 17 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 0.2436 0.9062 0.8717 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2348 0.8945 0.8601 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2810 0.8906 0.8600 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3750 0.9043 0.8665 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3915 0.8262 0.6920 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3087 0.8711 0.7950 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2472 0.8965 0.8481 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2349 0.8945 0.8475 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 65 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .ZFQMX2QCQLXUN85II1U1, for loading in git data Encountered Error: connectivity/bert_ft_qqp-66 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-66.pt Euclidean distance between 17 and 66: 23.73484992980957. Interpolating between 17 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 0.2518 0.9004 0.8610 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2368 0.8984 0.8632 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2889 0.8789 0.8488 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3877 0.8828 0.8537 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4001 0.8828 0.8235 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3183 0.8809 0.8201 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2504 0.9004 0.8547 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2327 0.8984 0.8539 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 66 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .SB84LP4THUI25Y3BGL9G, for loading in git data Encountered Error: connectivity/bert_ft_qqp-67 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-67.pt Euclidean distance between 17 and 67: 23.467084884643555. Interpolating between 17 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 0.2342 0.9141 0.8804 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2306 0.9004 0.8668 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2631 0.8926 0.8608 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3500 0.8906 0.8453 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3900 0.7930 0.6045 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3167 0.8574 0.7638 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2503 0.8926 0.8406 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2337 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 67 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .YZ8NW81DR4TNQ85ZCJ0R, for loading in git data Encountered Error: connectivity/bert_ft_qqp-68 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-68.pt Euclidean distance between 17 and 68: 20.219493865966797. Interpolating between 17 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 0.2539 0.8965 0.8540 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2483 0.8945 0.8516 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2490 0.8926 0.8485 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2519 0.8887 0.8430 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2526 0.8945 0.8500 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2496 0.8926 0.8476 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2484 0.8965 0.8524 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2525 0.8945 0.8483 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 68 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .0U7OY44DD889W0IEKNKA, for loading in git data Encountered Error: connectivity/bert_ft_qqp-69 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-69.pt Euclidean distance between 17 and 69: 19.921287536621094. Interpolating between 17 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 0.2274 0.9062 0.8674 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2265 0.9043 0.8643 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2308 0.8984 0.8556 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2356 0.9004 0.8587 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2373 0.9004 0.8579 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2373 0.8984 0.8556 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2407 0.9004 0.8579 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2491 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 69 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .5KYTYCVB2ZAJVSE5I442, for loading in git data Encountered Error: connectivity/bert_ft_qqp-70 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-70.pt Euclidean distance between 17 and 70: 21.100452423095703. Interpolating between 17 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 0.2306 0.9004 0.8563 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2202 0.9043 0.8627 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2318 0.9004 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2486 0.8984 0.8514 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2521 0.8945 0.8448 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2442 0.8965 0.8464 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2405 0.8926 0.8433 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2466 0.8945 0.8475 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 70 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .Z8HKKYWGDA8KWFN84436, for loading in git data Encountered Error: connectivity/bert_ft_qqp-71 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-71.pt Euclidean distance between 17 and 71: 23.63738441467285. Interpolating between 17 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 0.2431 0.9004 0.8587 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2315 0.9004 0.8647 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2734 0.8809 0.8494 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3702 0.8691 0.8378 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4033 0.8789 0.8239 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3208 0.8730 0.8024 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2489 0.9023 0.8563 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2306 0.8984 0.8531 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 71 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .B089BK9X6SR1QCAT00HY, for loading in git data Encountered Error: connectivity/bert_ft_qqp-72 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-72.pt Euclidean distance between 17 and 72: 23.51089859008789. Interpolating between 17 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 0.2565 0.8965 0.8556 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2405 0.8945 0.8594 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2769 0.8926 0.8593 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3495 0.9004 0.8661 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3509 0.8730 0.8105 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2906 0.8848 0.8270 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2435 0.9004 0.8563 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2343 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 72 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .HVEPB7A05UZ36LHH22W1, for loading in git data Encountered Error: connectivity/bert_ft_qqp-73 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-73.pt Euclidean distance between 17 and 73: 23.756847381591797. Interpolating between 17 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 0.2367 0.9023 0.8656 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2434 0.8984 0.8653 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2980 0.8789 0.8450 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4138 0.8613 0.8229 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4360 0.8594 0.7750 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3329 0.8672 0.7914 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2531 0.8945 0.8457 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2328 0.8984 0.8539 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 73 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .U7IXAL28TGXDDFEWS38X, for loading in git data Encountered Error: connectivity/bert_ft_qqp-74 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-74.pt Euclidean distance between 17 and 74: 23.820404052734375. Interpolating between 17 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 0.2277 0.9082 0.8712 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2266 0.9062 0.8763 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2808 0.8789 0.8510 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4014 0.8027 0.7780 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4534 0.8535 0.8166 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3435 0.8750 0.8095 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2525 0.8965 0.8499 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2299 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 74 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .6M3WA82T0SI5UIWL3G2X, for loading in git data Encountered Error: connectivity/bert_ft_qqp-75 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-75.pt Euclidean distance between 17 and 75: 23.77880096435547. Interpolating between 17 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 0.2443 0.9004 0.8587 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2342 0.8984 0.8617 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2743 0.8848 0.8514 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3776 0.8730 0.8387 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4090 0.8887 0.8338 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3171 0.8809 0.8190 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2442 0.9004 0.8555 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2299 0.9023 0.8611 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 75 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .7A6QORN9MHHRG1F92P4M, for loading in git data Encountered Error: connectivity/bert_ft_qqp-76 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-76.pt Euclidean distance between 17 and 76: 22.7735538482666. Interpolating between 17 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 0.2064 0.9199 0.8877 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2059 0.9121 0.8800 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2459 0.9043 0.8707 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3055 0.9023 0.8611 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3092 0.8867 0.8294 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2686 0.8945 0.8421 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2386 0.9004 0.8547 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2373 0.8945 0.8475 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 76 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .BM8ZUYJRICLQI2HNQMJM, for loading in git data Encountered Error: connectivity/bert_ft_qqp-77 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-77.pt Euclidean distance between 17 and 77: 23.56238555908203. Interpolating between 17 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 0.2309 0.9121 0.8787 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2337 0.8965 0.8630 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3084 0.8711 0.8398 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4213 0.8555 0.8255 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4116 0.8887 0.8376 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3139 0.8848 0.8249 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2442 0.8984 0.8531 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2300 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 77 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .B2WQ6AU72RURK2WB5IJL, for loading in git data Encountered Error: connectivity/bert_ft_qqp-78 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-78.pt Euclidean distance between 17 and 78: 20.826801300048828. Interpolating between 17 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 0.2245 0.9004 0.8595 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2234 0.9043 0.8635 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2364 0.8965 0.8481 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2513 0.8887 0.8348 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2527 0.8887 0.8348 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2455 0.8945 0.8448 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2432 0.8945 0.8466 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2487 0.8945 0.8466 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 78 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .F61ZSRETW7BPZB11A8K7, for loading in git data Encountered Error: connectivity/bert_ft_qqp-79 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-79.pt Euclidean distance between 17 and 79: 23.71672248840332. Interpolating between 17 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 0.2344 0.9121 0.8780 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2394 0.8926 0.8579 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2890 0.8691 0.8370 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3996 0.8398 0.8093 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4352 0.8809 0.8329 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3302 0.8828 0.8246 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2476 0.8984 0.8531 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2291 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 79 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .OQ9VWA836T2CUJHJRU0K, for loading in git data Encountered Error: connectivity/bert_ft_qqp-80 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-80.pt Euclidean distance between 17 and 80: 23.716279983520508. Interpolating between 17 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 0.2209 0.9160 0.8853 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2369 0.8945 0.8629 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2990 0.8652 0.8361 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3936 0.8574 0.8282 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3820 0.9004 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3001 0.8906 0.8363 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2417 0.8984 0.8531 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2304 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 80 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .HL5TARUT4ACHNRINO1DF, for loading in git data Encountered Error: connectivity/bert_ft_qqp-81 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-81.pt Euclidean distance between 17 and 81: 23.65923309326172. Interpolating between 17 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 0.2261 0.9102 0.8736 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2192 0.9023 0.8677 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2602 0.9043 0.8753 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3723 0.8848 0.8483 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4338 0.7773 0.5547 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3361 0.8711 0.7963 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2501 0.8926 0.8433 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2299 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 81 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .YEWFE1RIA1BE7LUQ59HJ, for loading in git data Encountered Error: connectivity/bert_ft_qqp-82 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-82.pt Euclidean distance between 17 and 82: 21.040735244750977. Interpolating between 17 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 0.2083 0.9121 0.8753 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2054 0.9062 0.8659 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2301 0.9004 0.8563 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2636 0.8926 0.8406 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2684 0.8945 0.8421 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2481 0.9004 0.8522 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2358 0.9004 0.8539 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2411 0.9004 0.8555 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 82 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .N6AHC3AJO2TU310ZNL80, for loading in git data Encountered Error: connectivity/bert_ft_qqp-83 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-83.pt Euclidean distance between 17 and 83: 23.694446563720703. Interpolating between 17 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 0.2194 0.9062 0.8723 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2282 0.9023 0.8711 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2939 0.8770 0.8452 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3791 0.8672 0.8350 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3667 0.8926 0.8433 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2902 0.8926 0.8406 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2393 0.9043 0.8612 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2314 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 83 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .YXX2SBD8I70S36NELA9E, for loading in git data Encountered Error: connectivity/bert_ft_qqp-84 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-84.pt Euclidean distance between 17 and 84: 23.038820266723633. Interpolating between 17 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 0.2318 0.9121 0.8794 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2326 0.9062 0.8769 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2763 0.8887 0.8593 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3410 0.8867 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3455 0.9082 0.8726 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2840 0.9043 0.8635 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2364 0.9082 0.8691 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2308 0.9062 0.8667 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 84 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .518TH64EEJNNFKLX5CAN, for loading in git data Encountered Error: connectivity/bert_ft_qqp-85 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-85.pt Euclidean distance between 17 and 85: 23.765005111694336. Interpolating between 17 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 0.2475 0.9043 0.8658 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2413 0.8945 0.8579 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2816 0.8770 0.8444 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3998 0.8477 0.8079 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4473 0.8125 0.6667 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3454 0.8613 0.7746 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2561 0.8984 0.8497 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2314 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 85 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .5LL6HIL6SQ4S8BHHY51V, for loading in git data Encountered Error: connectivity/bert_ft_qqp-86 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-86.pt Euclidean distance between 17 and 86: 22.874385833740234. Interpolating between 17 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 0.2311 0.9004 0.8595 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2137 0.9082 0.8719 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2314 0.9082 0.8712 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2952 0.8984 0.8480 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3237 0.8594 0.7677 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2832 0.8730 0.7988 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2450 0.8984 0.8506 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2387 0.8984 0.8531 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 86 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .92BFX0GTXCHRZ0PD1E2S, for loading in git data Encountered Error: connectivity/bert_ft_qqp-87 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-87.pt Euclidean distance between 17 and 87: 23.675275802612305. Interpolating between 17 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 0.2476 0.8965 0.8556 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2331 0.8926 0.8556 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2863 0.8867 0.8578 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4149 0.8203 0.7909 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4447 0.8516 0.7669 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3355 0.8672 0.7927 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2534 0.8965 0.8473 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2318 0.8945 0.8475 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 87 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .6ABT5GXC2FRIH78L14F2, for loading in git data Encountered Error: connectivity/bert_ft_qqp-88 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-88.pt Euclidean distance between 17 and 88: 23.617218017578125. Interpolating between 17 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 0.2188 0.9160 0.8815 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2207 0.8984 0.8632 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2684 0.8965 0.8638 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3834 0.8828 0.8343 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4463 0.7090 0.2938 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3418 0.8340 0.7079 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2545 0.8965 0.8446 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2334 0.8984 0.8531 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 88 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .LPQDBVHPUQMUJDPL1O7X, for loading in git data Encountered Error: connectivity/bert_ft_qqp-89 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-89.pt Euclidean distance between 17 and 89: 23.650985717773438. Interpolating between 17 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 0.2375 0.9004 0.8618 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2314 0.8945 0.8579 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2611 0.8887 0.8550 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3378 0.9062 0.8737 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3677 0.8672 0.7888 [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 0.2453 0.8945 0.8457 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2330 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 89 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .XVWKUC7BLEW1AZRZL8ES, for loading in git data Encountered Error: connectivity/bert_ft_qqp-90 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-90.pt Euclidean distance between 17 and 90: 23.70469856262207. Interpolating between 17 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 0.2253 0.9121 0.8800 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2246 0.9043 0.8721 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2685 0.8945 0.8636 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3680 0.8730 0.8379 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4046 0.8281 0.6923 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3242 0.8730 0.7988 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2515 0.8984 0.8506 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2325 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 90 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .VTGVYEG4ZU3GZJSD3KD8, for loading in git data Encountered Error: connectivity/bert_ft_qqp-91 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-91.pt Euclidean distance between 17 and 91: 23.631086349487305. Interpolating between 17 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 0.2318 0.9004 0.8647 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2371 0.8926 0.8593 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2949 0.8789 0.8495 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3737 0.8711 0.8398 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3594 0.8867 0.8352 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2912 0.8945 0.8457 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2409 0.9082 0.8683 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2310 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 91 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .WNYZABB4T3Y3AIR6NTGL, for loading in git data Encountered Error: connectivity/bert_ft_qqp-92 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-92.pt Euclidean distance between 17 and 92: 22.016660690307617. Interpolating between 17 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 0.2231 0.8945 0.8475 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2144 0.8945 0.8492 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2392 0.9062 0.8644 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2785 0.8945 0.8439 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2890 0.8828 0.8235 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2626 0.8926 0.8387 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2409 0.8945 0.8439 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2411 0.8984 0.8523 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 92 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .7EC3REBT4JJHCNNE6235, for loading in git data Encountered Error: connectivity/bert_ft_qqp-93 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-93.pt Euclidean distance between 17 and 93: 23.161029815673828. Interpolating between 17 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 0.2298 0.9062 0.8667 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2250 0.9023 0.8677 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2693 0.8965 0.8645 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3240 0.9023 0.8711 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3159 0.8984 0.8547 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2665 0.9043 0.8604 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2346 0.9082 0.8676 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2339 0.8984 0.8539 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 93 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .IYCURZGFHPU5ZP490639, for loading in git data Encountered Error: connectivity/bert_ft_qqp-94 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-94.pt Euclidean distance between 17 and 94: 19.887744903564453. Interpolating between 17 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 0.2583 0.8945 0.8483 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2478 0.8965 0.8515 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2445 0.8945 0.8492 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2454 0.8965 0.8515 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2465 0.8965 0.8515 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2463 0.8965 0.8515 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2480 0.8984 0.8547 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2532 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 94 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .TZK8CHQ0PXQ2LD8XI0CQ, for loading in git data Encountered Error: connectivity/bert_ft_qqp-95 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-95.pt Euclidean distance between 17 and 95: 23.812002182006836. Interpolating between 17 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 0.2332 0.9121 0.8787 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2324 0.9004 0.8675 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3017 0.8691 0.8378 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4298 0.8438 0.8104 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4459 0.8750 0.8012 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3366 0.8750 0.8061 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2514 0.8984 0.8514 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2294 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 95 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .NSQ2H70YUA9CT3FS51Q5, for loading in git data Encountered Error: connectivity/bert_ft_qqp-96 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-96.pt Euclidean distance between 17 and 96: 23.608915328979492. Interpolating between 17 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 0.2353 0.9121 0.8780 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2454 0.8945 0.8615 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3161 0.8613 0.8314 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4156 0.8164 0.7911 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3977 0.8984 0.8646 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3027 0.8965 0.8490 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2386 0.9004 0.8563 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2282 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 96 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .YBZGHB4YX1NQ7J0SP79A, for loading in git data Encountered Error: connectivity/bert_ft_qqp-97 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-97.pt Euclidean distance between 17 and 97: 22.994314193725586. Interpolating between 17 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 0.2250 0.9043 0.8672 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2203 0.9043 0.8714 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2561 0.9023 0.8698 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3056 0.8945 0.8475 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3049 0.8848 0.8260 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2679 0.8906 0.8363 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2396 0.9004 0.8555 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2379 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 97 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .9UTXHPSZHQXDMTTLYZV0, for loading in git data Encountered Error: connectivity/bert_ft_qqp-98 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-98.pt Euclidean distance between 17 and 98: 23.562795639038086. Interpolating between 17 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 0.2260 0.8965 0.8548 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2217 0.9004 0.8640 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2687 0.9023 0.8691 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3602 0.9043 0.8658 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3706 0.8672 0.7952 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2969 0.8770 0.8142 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2424 0.9004 0.8555 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2323 0.9062 0.8659 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 98 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Creating .DSKBUZBIIKTKD4JKEPR4, for loading in git data Encountered Error: connectivity/bert_ft_qqp-99 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-99.pt Euclidean distance between 17 and 99: 21.386871337890625. Interpolating between 17 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 0.2166 0.9004 0.8579 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2153 0.9004 0.8587 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2351 0.8965 0.8532 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2613 0.8945 0.8483 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2659 0.8965 0.8490 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2505 0.8984 0.8523 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2399 0.8965 0.8499 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2444 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 99 Creating .D510094RQGY3OX04369F, for loading in git data Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Creating .GPOUIQVZWJY5T2N9VXH5, for loading in git data Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Euclidean distance between 18 and 19: 20.853113174438477. Interpolating between 18 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 0.2288 0.9219 0.8876 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2242 0.9219 0.8876 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2250 0.9199 0.8858 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2282 0.9141 0.8771 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2305 0.9062 0.8652 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2326 0.9043 0.8612 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2377 0.9062 0.8629 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2487 0.9102 0.8686 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 19 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Creating .RVT1J0WK4TFLUWDJ6NHG, for loading in git data Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Euclidean distance between 18 and 20: 21.344242095947266. Interpolating between 18 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 0.2708 0.8906 0.8427 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2541 0.8906 0.8418 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2507 0.8984 0.8547 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2522 0.9004 0.8571 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2508 0.9023 0.8596 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2474 0.9043 0.8612 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2470 0.9062 0.8629 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2531 0.9082 0.8661 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 20 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Creating .NG1TS266HQHOUQSLS152, for loading in git data Encountered Error: connectivity/bert_ft_qqp-21 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-21.pt Euclidean distance between 18 and 21: 21.168319702148438. Interpolating between 18 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 0.8683 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2575 0.9043 0.8650 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2612 0.9043 0.8665 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2628 0.9023 0.8656 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2566 0.9023 0.8656 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2466 0.9023 0.8634 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2420 0.9004 0.8579 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2478 0.9082 0.8661 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 21 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Creating .9ROF7TQ4T9EDOMAN1QWZ, for loading in git data Encountered Error: connectivity/bert_ft_qqp-22 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-22.pt Euclidean distance between 18 and 22: 23.605737686157227. Interpolating between 18 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 0.2250 0.9082 0.8691 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2361 0.8965 0.8499 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2955 0.8750 0.8084 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3750 0.8516 0.7500 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3480 0.8887 0.8338 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2512 0.8965 0.8548 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2134 0.9043 0.8643 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2241 0.9043 0.8612 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 22 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Creating .8YC08F0TIA8DO0ZCU7PW, for loading in git data Encountered Error: connectivity/bert_ft_qqp-23 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-23.pt Euclidean distance between 18 and 23: 23.09095001220703. Interpolating between 18 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 0.2191 0.8945 0.8500 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2198 0.8926 0.8485 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2452 0.8984 0.8587 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2632 0.8965 0.8579 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2490 0.8926 0.8509 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2277 0.8945 0.8516 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2205 0.9004 0.8579 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2341 0.9023 0.8588 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 23 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Creating .5OWWE5NN3PBR5ABQXIJI, for loading in git data Encountered Error: connectivity/bert_ft_qqp-24 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-24.pt Euclidean distance between 18 and 24: 21.09843635559082. Interpolating between 18 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 0.2593 0.9141 0.8764 [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 0.2486 0.9043 0.8650 [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 0.2465 0.8984 0.8571 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2413 0.8945 0.8508 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2406 0.9004 0.8563 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2481 0.9062 0.8636 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 24 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Creating .DK4VMLGEBGRQ4C001U1N, for loading in git data Encountered Error: connectivity/bert_ft_qqp-25 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-25.pt Euclidean distance between 18 and 25: 21.181640625. Interpolating between 18 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 0.2667 0.9023 0.8596 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2710 0.9004 0.8563 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2814 0.9043 0.8627 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2879 0.9023 0.8603 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2828 0.8945 0.8483 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2688 0.8984 0.8531 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2586 0.9043 0.8612 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2577 0.9082 0.8661 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 25 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Creating .9C8I9PT3ERV7T0T9OYFZ, for loading in git data Encountered Error: connectivity/bert_ft_qqp-26 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-26.pt Euclidean distance between 18 and 26: 20.92070960998535. Interpolating between 18 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 0.2415 0.9023 0.8596 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2300 0.8984 0.8556 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2280 0.9004 0.8595 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2292 0.8965 0.8548 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2286 0.8945 0.8516 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2274 0.8945 0.8500 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2309 0.9043 0.8620 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2432 0.9082 0.8661 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 26 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Creating .IUFTPL52ZILQAZW3O6S6, for loading in git data Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-27.pt Euclidean distance between 18 and 27: 20.905282974243164. Interpolating between 18 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 0.2229 0.9082 0.8683 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2138 0.9082 0.8691 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2130 0.9023 0.8619 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2156 0.8984 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2177 0.8984 0.8556 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2200 0.9043 0.8620 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2273 0.9062 0.8636 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2424 0.9082 0.8661 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 27 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Creating .GPKYO2ZVVPWRX9AAI8KD, for loading in git data Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-28.pt Euclidean distance between 18 and 28: 21.18085479736328. Interpolating between 18 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 0.2668 0.9023 0.8580 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2580 0.8965 0.8515 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2554 0.8984 0.8564 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2539 0.9004 0.8587 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2514 0.9043 0.8627 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2483 0.9102 0.8693 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2478 0.9102 0.8686 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2533 0.9082 0.8661 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 28 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Creating .39K2T3K1WPSS23VX7GFR, for loading in git data Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-29.pt Euclidean distance between 18 and 29: 21.08820343017578. Interpolating between 18 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 0.2556 0.8926 0.8459 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2473 0.8926 0.8468 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2470 0.8945 0.8508 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2479 0.8965 0.8540 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2467 0.8984 0.8547 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2439 0.8984 0.8531 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2444 0.9023 0.8580 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2514 0.9102 0.8686 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 29 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Creating .7Y8DJ65JTA65EHHW953W, for loading in git data Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-30.pt Euclidean distance between 18 and 30: 20.992300033569336. Interpolating between 18 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 0.2432 0.8984 0.8547 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2321 0.8984 0.8556 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2293 0.9043 0.8658 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2287 0.9043 0.8658 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2272 0.9004 0.8595 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2264 0.8965 0.8540 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2303 0.9043 0.8612 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2433 0.9102 0.8686 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 30 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-31 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-31.pt Euclidean distance between 18 and 31: 23.573945999145508. Interpolating between 18 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 0.2348 0.8945 0.8500 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2520 0.8887 0.8357 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3247 0.8691 0.7938 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4224 0.8438 0.7351 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4057 0.9023 0.8705 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2844 0.8848 0.8529 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2213 0.8945 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2204 0.9023 0.8603 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 31 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-32 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-32.pt Euclidean distance between 18 and 32: 20.817794799804688. Interpolating between 18 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 0.2571 0.8945 0.8475 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2436 0.8945 0.8483 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2380 0.8945 0.8483 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2362 0.8867 0.8380 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2353 0.8906 0.8427 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2359 0.8945 0.8483 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2399 0.9023 0.8580 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2493 0.9062 0.8629 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 32 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-33 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-33.pt Euclidean distance between 18 and 33: 23.503772735595703. Interpolating between 18 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 0.2319 0.9004 0.8539 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2355 0.9023 0.8571 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2808 0.9062 0.8636 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3214 0.8965 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2886 0.8906 0.8526 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2401 0.8965 0.8579 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2216 0.9023 0.8611 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2318 0.9023 0.8588 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 33 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-34.pt Euclidean distance between 18 and 34: 20.970979690551758. Interpolating between 18 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 0.2467 0.9082 0.8698 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2383 0.9023 0.8619 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2352 0.9023 0.8634 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2346 0.9004 0.8610 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2334 0.8984 0.8579 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2325 0.9023 0.8619 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2354 0.9004 0.8563 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2463 0.9062 0.8636 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 34 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-35.pt Euclidean distance between 18 and 35: 21.093196868896484. Interpolating between 18 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 0.2629 0.9043 0.8620 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2487 0.8965 0.8532 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2415 0.8965 0.8532 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2383 0.8945 0.8508 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2363 0.8926 0.8476 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2341 0.8926 0.8468 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2352 0.9023 0.8580 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2448 0.9082 0.8661 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 35 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-36.pt Euclidean distance between 18 and 36: 20.996225357055664. Interpolating between 18 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 0.2725 0.8945 0.8500 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2572 0.8887 0.8430 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2493 0.8867 0.8407 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2453 0.8906 0.8470 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2413 0.8926 0.8493 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2370 0.8945 0.8508 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2365 0.8984 0.8539 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2459 0.9062 0.8636 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 36 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-37.pt Euclidean distance between 18 and 37: 21.431577682495117. Interpolating between 18 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 0.2551 0.8965 0.8481 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2421 0.9004 0.8547 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2391 0.9023 0.8596 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2409 0.8984 0.8547 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2412 0.9023 0.8596 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2393 0.9004 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2427 0.9023 0.8588 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2513 0.9082 0.8661 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 37 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-38.pt Euclidean distance between 18 and 38: 21.193378448486328. Interpolating between 18 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 0.2432 0.9141 0.8778 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2387 0.9102 0.8743 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2387 0.9062 0.8696 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2391 0.8965 0.8556 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2384 0.8965 0.8548 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2374 0.9023 0.8619 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2393 0.9004 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2476 0.9082 0.8661 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 38 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-39.pt Euclidean distance between 18 and 39: 21.135438919067383. Interpolating between 18 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 0.2638 0.9023 0.8563 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2567 0.8965 0.8481 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2543 0.8984 0.8514 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2526 0.9023 0.8580 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2493 0.9043 0.8612 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2462 0.9043 0.8604 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2467 0.9043 0.8604 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2526 0.9082 0.8653 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 39 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-40.pt Euclidean distance between 18 and 40: 21.694528579711914. Interpolating between 18 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 0.2433 0.9043 0.8635 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2331 0.8984 0.8547 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2341 0.8945 0.8500 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2372 0.8945 0.8492 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2362 0.8984 0.8556 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2340 0.8965 0.8515 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2357 0.8984 0.8531 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2462 0.9043 0.8612 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 40 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-41.pt Euclidean distance between 18 and 41: 21.11726188659668. Interpolating between 18 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 0.2728 0.9023 0.8603 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2607 0.9043 0.8650 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2565 0.8984 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2554 0.9004 0.8595 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2508 0.9004 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2447 0.9082 0.8691 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2430 0.9062 0.8636 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2495 0.9062 0.8629 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 41 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-42.pt Euclidean distance between 18 and 42: 21.0213565826416. Interpolating between 18 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 0.2586 0.9004 0.8587 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2501 0.8926 0.8485 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2456 0.8926 0.8485 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2436 0.8887 0.8430 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2406 0.8945 0.8500 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2369 0.9004 0.8563 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2371 0.9004 0.8555 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2464 0.9082 0.8653 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 42 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-43.pt Euclidean distance between 18 and 43: 20.577455520629883. Interpolating between 18 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 0.2527 0.8945 0.8439 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2379 0.8984 0.8514 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2306 0.9023 0.8588 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2285 0.8984 0.8539 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2284 0.9023 0.8596 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2303 0.9043 0.8612 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2357 0.9062 0.8636 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2465 0.9082 0.8661 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 43 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-44 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-44.pt Euclidean distance between 18 and 44: 20.676517486572266. Interpolating between 18 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 0.2567 0.8945 0.8483 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2430 0.8887 0.8412 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2363 0.8926 0.8485 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2337 0.8887 0.8421 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2332 0.8906 0.8444 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2337 0.8945 0.8492 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2381 0.9004 0.8555 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2482 0.9062 0.8629 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 44 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-45 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-45.pt Euclidean distance between 18 and 45: 20.846851348876953. Interpolating between 18 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 0.2259 0.9121 0.8753 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2177 0.9082 0.8705 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2160 0.9043 0.8643 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2176 0.9023 0.8603 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2196 0.9004 0.8579 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2223 0.9023 0.8596 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2291 0.9082 0.8669 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2435 0.9082 0.8661 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 45 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-46 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-46.pt Euclidean distance between 18 and 46: 20.93279457092285. Interpolating between 18 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 0.2633 0.9043 0.8604 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2482 0.9082 0.8683 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2404 0.9062 0.8659 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2381 0.9004 0.8587 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2373 0.8984 0.8571 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2353 0.8965 0.8515 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2361 0.9023 0.8580 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2460 0.9082 0.8661 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 46 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-47 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-47.pt Euclidean distance between 18 and 47: 22.21946144104004. Interpolating between 18 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 0.2469 0.8984 0.8523 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2433 0.8984 0.8523 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2481 0.8984 0.8531 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2535 0.8984 0.8531 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2505 0.8945 0.8475 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2446 0.8965 0.8507 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2428 0.9023 0.8588 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2493 0.9062 0.8636 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 47 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-48 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-48.pt Euclidean distance between 18 and 48: 20.941373825073242. Interpolating between 18 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 0.2391 0.9062 0.8652 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2306 0.9062 0.8659 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2305 0.9023 0.8626 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2337 0.8945 0.8525 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2344 0.8965 0.8556 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2326 0.8945 0.8508 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2349 0.9023 0.8596 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2458 0.9082 0.8661 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 48 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-49 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-49.pt Euclidean distance between 18 and 49: 20.7100830078125. Interpolating between 18 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 0.2676 0.9043 0.8627 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2529 0.9062 0.8667 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2448 0.9004 0.8595 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2396 0.9023 0.8619 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2363 0.9043 0.8643 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2348 0.9004 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2378 0.9004 0.8555 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2475 0.9062 0.8629 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 49 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-50 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-50.pt Euclidean distance between 18 and 50: 21.160356521606445. Interpolating between 18 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 0.2477 0.9062 0.8667 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2375 0.9023 0.8626 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2336 0.9023 0.8634 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2324 0.8984 0.8579 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2322 0.8926 0.8485 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2320 0.8945 0.8492 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2348 0.9023 0.8588 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2453 0.9062 0.8636 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 50 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-51 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-51.pt Euclidean distance between 18 and 51: 20.806514739990234. Interpolating between 18 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 0.2553 0.9004 0.8579 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2415 0.8984 0.8564 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2351 0.8965 0.8540 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2326 0.8926 0.8485 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2317 0.8906 0.8453 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2320 0.8965 0.8515 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2365 0.9043 0.8612 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2471 0.9102 0.8686 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 51 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-52 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-52.pt Euclidean distance between 18 and 52: 20.898481369018555. Interpolating between 18 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 0.2596 0.9062 0.8652 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2452 0.9102 0.8722 [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 0.2361 0.9023 0.8603 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2349 0.9023 0.8596 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2345 0.9023 0.8596 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2376 0.9043 0.8612 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2477 0.9082 0.8661 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 52 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-53 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-53.pt Euclidean distance between 18 and 53: 23.575510025024414. Interpolating between 18 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 0.2439 0.8984 0.8506 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2521 0.8887 0.8338 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3060 0.8691 0.7938 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3678 0.8418 0.7291 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3130 0.9004 0.8539 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2390 0.8965 0.8564 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2140 0.8984 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2264 0.9043 0.8612 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 53 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-54 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-54.pt Euclidean distance between 18 and 54: 21.10353660583496. Interpolating between 18 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 0.2699 0.9004 0.8539 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2574 0.8984 0.8531 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2527 0.9004 0.8563 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2497 0.8984 0.8547 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2459 0.8965 0.8515 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2427 0.9004 0.8555 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2430 0.9043 0.8612 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2505 0.9062 0.8636 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 54 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-55 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-55.pt Euclidean distance between 18 and 55: 20.80028533935547. Interpolating between 18 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 0.2651 0.9004 0.8539 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2507 0.8984 0.8523 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2436 0.9004 0.8563 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2404 0.9023 0.8603 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2387 0.9023 0.8603 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2379 0.9023 0.8588 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2407 0.9062 0.8636 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2493 0.9102 0.8686 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 55 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-56 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-56.pt Euclidean distance between 18 and 56: 21.24831199645996. Interpolating between 18 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 0.2412 0.9062 0.8629 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2304 0.8984 0.8539 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2301 0.9023 0.8619 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2328 0.9023 0.8619 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2324 0.9023 0.8619 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2308 0.8984 0.8539 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2338 0.8984 0.8531 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2456 0.9062 0.8629 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 56 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-57 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-57.pt Euclidean distance between 18 and 57: 21.18076515197754. Interpolating between 18 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 0.2653 0.8984 0.8514 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2488 0.8984 0.8531 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2431 0.8965 0.8507 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2413 0.8984 0.8539 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2390 0.8945 0.8492 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2363 0.8945 0.8483 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2382 0.8984 0.8539 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2483 0.9062 0.8629 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 57 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-58 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-58.pt Euclidean distance between 18 and 58: 21.339468002319336. Interpolating between 18 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 0.2641 0.8965 0.8532 [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 0.2596 0.8926 0.8459 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2615 0.8945 0.8492 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2604 0.8984 0.8539 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2547 0.8984 0.8523 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2523 0.9062 0.8629 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2556 0.9082 0.8661 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 58 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-59 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-59.pt Euclidean distance between 18 and 59: 20.923229217529297. Interpolating between 18 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 0.2564 0.9023 0.8580 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2449 0.9023 0.8596 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2404 0.9023 0.8603 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2389 0.9023 0.8603 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2379 0.9004 0.8571 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2377 0.8984 0.8531 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2409 0.9023 0.8580 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2497 0.9062 0.8629 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 59 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-60 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-60.pt Euclidean distance between 18 and 60: 21.497581481933594. Interpolating between 18 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 0.2520 0.9004 0.8579 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2419 0.9004 0.8579 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2412 0.9023 0.8611 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2436 0.9004 0.8579 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2423 0.9023 0.8603 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2394 0.8965 0.8507 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2399 0.9023 0.8580 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2486 0.9082 0.8661 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 60 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-61 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-61.pt Euclidean distance between 18 and 61: 23.680103302001953. Interpolating between 18 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 0.2481 0.8965 0.8490 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2546 0.8848 0.8270 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3204 0.8770 0.8073 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4165 0.8438 0.7333 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3885 0.8828 0.8396 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2699 0.8887 0.8542 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2200 0.8945 0.8556 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2254 0.9023 0.8596 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 61 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-62 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-62.pt Euclidean distance between 18 and 62: 20.7601261138916. Interpolating between 18 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 0.2511 0.9121 0.8739 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2425 0.9062 0.8667 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2401 0.9043 0.8650 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2402 0.8945 0.8525 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2399 0.8945 0.8525 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2394 0.8926 0.8476 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2421 0.9062 0.8636 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2504 0.9102 0.8686 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 62 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-63 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-63.pt Euclidean distance between 18 and 63: 23.523923873901367. Interpolating between 18 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 0.2193 0.9043 0.8627 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2252 0.9043 0.8620 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2760 0.8984 0.8539 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3255 0.8984 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2874 0.8926 0.8509 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2370 0.8926 0.8501 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2215 0.9004 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2343 0.9023 0.8588 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 63 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-64 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-64.pt Euclidean distance between 18 and 64: 21.433866500854492. Interpolating between 18 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 0.2670 0.8984 0.8514 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2514 0.8926 0.8442 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2489 0.8926 0.8459 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2502 0.9004 0.8563 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2466 0.8965 0.8499 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2403 0.9004 0.8555 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2393 0.9023 0.8580 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2480 0.9043 0.8604 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 64 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-65 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-65.pt Euclidean distance between 18 and 65: 21.095172882080078. Interpolating between 18 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 0.2578 0.9102 0.8708 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2452 0.9043 0.8635 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2415 0.9043 0.8650 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2409 0.9023 0.8626 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2391 0.8965 0.8532 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2376 0.9004 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2403 0.9004 0.8563 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2492 0.9082 0.8661 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 65 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-66 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-66.pt Euclidean distance between 18 and 66: 21.118932723999023. Interpolating between 18 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 0.2734 0.9004 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2548 0.8945 0.8500 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2450 0.8945 0.8508 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2414 0.8965 0.8540 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2386 0.8945 0.8500 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2360 0.8945 0.8500 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2376 0.9023 0.8588 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2471 0.9062 0.8636 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 66 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-67 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-67.pt Euclidean distance between 18 and 67: 20.923114776611328. Interpolating between 18 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 0.2507 0.9082 0.8676 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2417 0.9121 0.8747 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2390 0.9102 0.8722 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2385 0.9062 0.8667 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2377 0.9043 0.8627 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2375 0.9062 0.8652 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2409 0.9043 0.8620 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2503 0.9082 0.8661 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 67 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-68 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-68.pt Euclidean distance between 18 and 68: 23.67461395263672. Interpolating between 18 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 0.2393 0.8965 0.8515 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2527 0.8926 0.8415 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3100 0.8711 0.7963 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3870 0.8027 0.6300 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3621 0.8320 0.6972 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2546 0.9043 0.8604 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2185 0.9062 0.8644 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2283 0.9062 0.8636 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 68 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-69 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-69.pt Euclidean distance between 18 and 69: 23.595014572143555. Interpolating between 18 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 0.2197 0.9062 0.8636 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2402 0.8984 0.8497 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2996 0.8828 0.8171 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3677 0.8672 0.7862 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3378 0.8945 0.8475 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2500 0.8984 0.8602 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2132 0.8984 0.8587 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2231 0.9043 0.8612 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 69 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-70 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-70.pt Euclidean distance between 18 and 70: 23.02631378173828. Interpolating between 18 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 0.2342 0.8906 0.8409 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2311 0.8867 0.8362 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2517 0.8906 0.8436 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2625 0.8887 0.8421 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2512 0.8906 0.8453 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2379 0.8867 0.8380 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2339 0.8945 0.8475 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2442 0.9023 0.8580 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 70 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-71 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-71.pt Euclidean distance between 18 and 71: 20.678791046142578. Interpolating between 18 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 0.2727 0.9043 0.8596 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2578 0.9062 0.8644 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2501 0.9043 0.8612 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2463 0.9004 0.8563 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2443 0.8984 0.8531 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2434 0.9004 0.8555 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2454 0.9043 0.8604 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2526 0.9062 0.8629 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 71 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-72 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-72.pt Euclidean distance between 18 and 72: 21.0999813079834. Interpolating between 18 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 0.2784 0.8887 0.8385 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2600 0.8945 0.8492 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2525 0.8926 0.8468 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2498 0.8887 0.8412 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2458 0.8945 0.8492 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2427 0.8945 0.8483 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2439 0.9043 0.8604 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2510 0.9082 0.8661 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 72 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-73 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-73.pt Euclidean distance between 18 and 73: 20.8168888092041. Interpolating between 18 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 0.2466 0.9004 0.8563 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2376 0.8984 0.8547 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2347 0.8965 0.8532 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2343 0.8945 0.8508 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2336 0.8945 0.8500 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2331 0.8965 0.8515 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2363 0.9062 0.8636 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2462 0.9102 0.8686 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 73 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-74 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-74.pt Euclidean distance between 18 and 74: 20.942480087280273. Interpolating between 18 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 0.2520 0.9082 0.8676 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2404 0.9082 0.8676 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2348 0.9062 0.8659 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2339 0.9062 0.8674 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2332 0.9043 0.8643 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2340 0.9023 0.8603 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2387 0.9062 0.8644 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2485 0.9102 0.8686 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 74 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-75 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-75.pt Euclidean distance between 18 and 75: 20.947053909301758. Interpolating between 18 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 0.2628 0.9023 0.8588 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2496 0.9004 0.8571 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2424 0.8965 0.8524 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2399 0.8965 0.8524 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2381 0.8984 0.8539 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2363 0.9023 0.8588 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2386 0.9023 0.8588 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2475 0.9062 0.8636 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 75 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-76 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-76.pt Euclidean distance between 18 and 76: 21.70155143737793. Interpolating between 18 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 0.2260 0.9121 0.8718 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2217 0.9102 0.8693 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2273 0.9062 0.8652 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2340 0.9062 0.8652 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2342 0.9043 0.8620 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2317 0.9004 0.8555 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2342 0.9082 0.8661 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2458 0.9082 0.8661 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 76 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-77 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-77.pt Euclidean distance between 18 and 77: 21.25231170654297. Interpolating between 18 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 0.2587 0.8965 0.8481 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2523 0.8984 0.8523 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2514 0.9023 0.8596 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2527 0.8984 0.8539 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2521 0.8984 0.8523 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2500 0.9043 0.8596 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2492 0.9062 0.8621 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2539 0.9062 0.8621 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 77 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-78 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-78.pt Euclidean distance between 18 and 78: 23.48678207397461. Interpolating between 18 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 0.2190 0.9082 0.8705 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2212 0.9043 0.8635 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2429 0.8984 0.8556 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2590 0.8926 0.8476 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2474 0.9004 0.8618 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2252 0.8965 0.8556 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2187 0.9004 0.8587 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2339 0.9023 0.8588 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 78 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-79 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-79.pt Euclidean distance between 18 and 79: 20.754894256591797. Interpolating between 18 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 0.2475 0.9043 0.8627 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2370 0.9062 0.8667 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2325 0.9062 0.8674 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2309 0.9082 0.8683 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2307 0.9043 0.8620 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2316 0.9023 0.8580 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2365 0.9023 0.8580 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2471 0.9102 0.8686 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 79 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-80 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-80.pt Euclidean distance between 18 and 80: 21.08392906188965. Interpolating between 18 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 0.2402 0.9121 0.8753 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2385 0.9121 0.8753 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2416 0.9082 0.8691 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2452 0.9023 0.8596 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2471 0.9043 0.8620 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2475 0.9043 0.8612 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2490 0.9102 0.8686 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2542 0.9121 0.8711 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 80 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-81 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-81.pt Euclidean distance between 18 and 81: 20.727699279785156. Interpolating between 18 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 0.2490 0.9121 0.8711 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2388 0.9043 0.8604 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2338 0.9023 0.8588 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2326 0.8984 0.8539 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2327 0.9004 0.8563 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2342 0.9004 0.8563 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2387 0.9062 0.8636 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2485 0.9062 0.8636 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 81 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-82 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-82.pt Euclidean distance between 18 and 82: 23.11859893798828. Interpolating between 18 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 0.2164 0.9043 0.8620 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2184 0.9004 0.8571 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2371 0.8965 0.8540 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2511 0.8965 0.8556 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2452 0.8965 0.8548 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2329 0.8965 0.8540 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2291 0.9004 0.8579 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2399 0.9043 0.8612 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 82 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-83 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-83.pt Euclidean distance between 18 and 83: 21.006149291992188. Interpolating between 18 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 0.2375 0.9043 0.8627 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2317 0.8984 0.8556 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2313 0.8984 0.8564 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2327 0.9062 0.8667 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2333 0.9062 0.8652 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2337 0.9023 0.8588 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2373 0.9062 0.8629 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2472 0.9062 0.8629 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 83 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-84 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-84.pt Euclidean distance between 18 and 84: 21.602985382080078. Interpolating between 18 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 0.2502 0.9062 0.8689 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2434 0.9004 0.8587 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2456 0.9004 0.8579 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2499 0.9004 0.8579 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2493 0.9043 0.8635 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2450 0.9023 0.8588 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2431 0.9062 0.8629 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2494 0.9062 0.8629 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 84 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-85 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-85.pt Euclidean distance between 18 and 85: 20.81336784362793. Interpolating between 18 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 0.2666 0.9004 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2571 0.9023 0.8611 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2513 0.8984 0.8556 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2473 0.8965 0.8524 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2443 0.8965 0.8515 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2434 0.8984 0.8539 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2455 0.9023 0.8580 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2522 0.9062 0.8629 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 85 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-86 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-86.pt Euclidean distance between 18 and 86: 21.305389404296875. Interpolating between 18 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 0.2482 0.8945 0.8457 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2333 0.8926 0.8442 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2281 0.9004 0.8579 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2280 0.9004 0.8587 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2283 0.8945 0.8500 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2287 0.8965 0.8524 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2327 0.9004 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2446 0.9062 0.8636 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 86 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-87 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-87.pt Euclidean distance between 18 and 87: 20.873369216918945. Interpolating between 18 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 0.2704 0.8887 0.8385 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2539 0.8867 0.8380 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2441 0.8906 0.8453 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2386 0.8926 0.8468 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2366 0.8906 0.8427 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2366 0.8965 0.8499 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2399 0.9043 0.8612 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2488 0.9062 0.8636 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 87 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-88 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-88.pt Euclidean distance between 18 and 88: 20.91214942932129. Interpolating between 18 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 0.2362 0.9082 0.8691 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2314 0.9043 0.8635 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2309 0.9023 0.8603 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2317 0.9043 0.8643 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2318 0.8984 0.8547 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2325 0.8984 0.8539 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2374 0.9043 0.8612 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2476 0.9082 0.8661 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 88 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-89 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-89.pt Euclidean distance between 18 and 89: 20.798398971557617. Interpolating between 18 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 0.2479 0.8984 0.8556 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2381 0.8945 0.8508 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2342 0.8965 0.8548 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2331 0.8984 0.8579 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2321 0.8906 0.8444 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2313 0.8965 0.8515 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2343 0.9004 0.8563 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2455 0.9102 0.8686 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 89 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-90 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-90.pt Euclidean distance between 18 and 90: 20.82463836669922. Interpolating between 18 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 0.2371 0.9121 0.8747 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2276 0.9121 0.8760 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2262 0.9082 0.8712 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2278 0.9023 0.8634 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2281 0.9023 0.8611 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2278 0.8965 0.8507 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2311 0.9023 0.8588 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2432 0.9102 0.8686 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 90 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-91 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-91.pt Euclidean distance between 18 and 91: 21.06607437133789. Interpolating between 18 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 0.2428 0.9043 0.8627 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2394 0.9023 0.8619 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2407 0.9004 0.8595 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2434 0.9023 0.8619 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2412 0.8965 0.8524 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2376 0.9023 0.8588 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2386 0.9043 0.8612 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2475 0.9062 0.8636 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 91 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-92 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-92.pt Euclidean distance between 18 and 92: 22.677906036376953. Interpolating between 18 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 0.2372 0.8848 0.8309 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2308 0.8965 0.8507 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2405 0.8984 0.8556 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2513 0.9004 0.8579 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2491 0.8965 0.8532 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2413 0.8984 0.8547 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2390 0.9004 0.8555 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2471 0.9023 0.8580 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 92 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-93 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-93.pt Euclidean distance between 18 and 93: 21.476503372192383. Interpolating between 18 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 0.2586 0.9004 0.8539 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2542 0.8984 0.8514 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2566 0.9004 0.8539 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2630 0.9023 0.8571 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2603 0.9043 0.8596 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2534 0.9023 0.8563 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2516 0.9062 0.8621 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2560 0.9062 0.8621 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 93 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-94 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-94.pt Euclidean distance between 18 and 94: 23.53486442565918. Interpolating between 18 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 0.2447 0.8984 0.8514 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2515 0.8945 0.8430 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3049 0.8711 0.7937 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3661 0.8320 0.6993 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3220 0.8926 0.8415 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2447 0.8965 0.8579 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2198 0.8965 0.8548 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2299 0.9023 0.8588 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 94 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-95 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-95.pt Euclidean distance between 18 and 95: 21.186248779296875. Interpolating between 18 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 0.2506 0.9082 0.8712 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2429 0.9062 0.8681 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2398 0.9023 0.8626 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2398 0.8945 0.8508 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2398 0.8945 0.8492 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2379 0.8965 0.8515 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2399 0.9004 0.8555 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2487 0.9043 0.8604 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 95 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-96 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-96.pt Euclidean distance between 18 and 96: 21.253080368041992. Interpolating between 18 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 0.2668 0.8984 0.8539 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2652 0.9004 0.8571 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2723 0.9023 0.8603 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2757 0.8984 0.8547 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2723 0.8965 0.8515 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2625 0.8984 0.8531 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2567 0.9043 0.8604 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2576 0.9102 0.8686 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 96 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-97 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-97.pt Euclidean distance between 18 and 97: 21.617828369140625. Interpolating between 18 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 0.2439 0.8926 0.8468 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2358 0.8945 0.8516 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2359 0.9004 0.8603 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2386 0.8945 0.8516 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2390 0.8906 0.8453 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2383 0.8906 0.8444 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2397 0.8945 0.8483 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2486 0.9043 0.8604 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 97 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-98 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-98.pt Euclidean distance between 18 and 98: 20.81513214111328. Interpolating between 18 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 0.2389 0.8984 0.8539 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2287 0.8945 0.8500 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2273 0.8965 0.8532 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2285 0.9004 0.8595 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2284 0.8945 0.8508 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2280 0.8945 0.8500 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2321 0.9004 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2445 0.9082 0.8661 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 98 Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Encountered Error: connectivity/bert_ft_qqp-99 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-99.pt Euclidean distance between 18 and 99: 23.139387130737305. Interpolating between 18 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 0.2199 0.9023 0.8580 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2250 0.9043 0.8588 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2496 0.8887 0.8357 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2659 0.8887 0.8367 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2539 0.8945 0.8483 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2383 0.8926 0.8459 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2340 0.8984 0.8531 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2435 0.9062 0.8636 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2660 0.9082 0.8653 Completed interpolation from 18 to 99 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Euclidean distance between 19 and 20: 21.547409057617188. Interpolating between 19 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 0.2712 0.8984 0.8556 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2556 0.8965 0.8548 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2518 0.9004 0.8618 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2515 0.9023 0.8641 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2463 0.9082 0.8719 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2392 0.9062 0.8689 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2348 0.9160 0.8809 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2354 0.9199 0.8852 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 20 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-21 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-21.pt Euclidean distance between 19 and 21: 21.08230209350586. Interpolating between 19 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 0.2598 0.9082 0.8676 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2639 0.9102 0.8715 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2679 0.9121 0.8753 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2659 0.9141 0.8785 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2582 0.9121 0.8760 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2494 0.9141 0.8791 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2426 0.9199 0.8871 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2392 0.9219 0.8883 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 21 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-22 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-22.pt Euclidean distance between 19 and 22: 23.723388671875. Interpolating between 19 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 0.2217 0.9121 0.8753 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2319 0.9102 0.8722 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2924 0.8945 0.8466 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3725 0.8965 0.8473 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3499 0.9199 0.8907 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2539 0.9160 0.8871 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2121 0.9121 0.8806 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2154 0.9180 0.8852 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 22 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-23 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-23.pt Euclidean distance between 19 and 23: 23.18890380859375. Interpolating between 19 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 0.2217 0.8945 0.8500 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2228 0.9004 0.8603 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2435 0.9023 0.8656 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2573 0.9004 0.8647 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2443 0.9062 0.8723 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2242 0.9141 0.8824 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2166 0.9141 0.8798 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2234 0.9238 0.8914 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 23 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-24 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-24.pt Euclidean distance between 19 and 24: 20.92406463623047. Interpolating between 19 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 0.2644 0.9121 0.8732 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2576 0.9121 0.8732 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2521 0.9141 0.8757 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2474 0.9180 0.8827 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2424 0.9160 0.8796 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2376 0.9160 0.8796 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2348 0.9219 0.8876 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2359 0.9199 0.8845 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 24 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-25 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-25.pt Euclidean distance between 19 and 25: 21.084951400756836. Interpolating between 19 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 0.2676 0.8984 0.8523 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2676 0.9004 0.8555 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2717 0.9023 0.8580 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2747 0.9082 0.8683 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2710 0.9102 0.8701 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2612 0.9121 0.8718 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2503 0.9160 0.8782 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2435 0.9141 0.8750 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 25 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-26 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-26.pt Euclidean distance between 19 and 26: 21.07354736328125. Interpolating between 19 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 0.2448 0.9023 0.8588 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2346 0.8945 0.8500 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2328 0.8945 0.8525 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2332 0.9043 0.8658 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2308 0.9023 0.8626 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2274 0.9121 0.8753 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2266 0.9180 0.8820 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2308 0.9199 0.8852 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 26 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-27.pt Euclidean distance between 19 and 27: 20.893253326416016. Interpolating between 19 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 0.2261 0.9121 0.8732 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2173 0.9082 0.8691 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2154 0.9082 0.8691 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2163 0.9102 0.8729 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2164 0.9121 0.8760 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2168 0.9160 0.8809 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2199 0.9180 0.8833 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2280 0.9199 0.8852 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 27 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-28.pt Euclidean distance between 19 and 28: 21.222951889038086. Interpolating between 19 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 0.2690 0.9004 0.8555 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2605 0.8984 0.8539 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2548 0.9023 0.8596 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2508 0.9023 0.8611 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2461 0.9043 0.8635 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2409 0.9160 0.8796 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2375 0.9160 0.8796 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2373 0.9219 0.8876 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 28 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-29.pt Euclidean distance between 19 and 29: 21.16192054748535. Interpolating between 19 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 0.2597 0.9004 0.8555 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2551 0.8984 0.8531 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2540 0.9023 0.8588 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2528 0.9102 0.8701 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2479 0.9160 0.8789 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2415 0.9199 0.8845 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2372 0.9160 0.8789 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2374 0.9160 0.8789 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 29 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-30.pt Euclidean distance between 19 and 30: 21.010543823242188. Interpolating between 19 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 0.2508 0.8965 0.8515 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2429 0.8984 0.8547 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2393 0.9023 0.8603 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2381 0.9043 0.8643 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2361 0.9043 0.8643 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2331 0.9102 0.8722 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2313 0.9199 0.8858 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2337 0.9219 0.8876 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 30 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-31 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-31.pt Euclidean distance between 19 and 31: 23.683927536010742. Interpolating between 19 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 0.2336 0.9023 0.8626 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2447 0.8965 0.8524 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3057 0.8848 0.8309 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3922 0.8984 0.8571 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3968 0.8594 0.8318 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2894 0.8809 0.8509 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2218 0.9102 0.8802 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2148 0.9199 0.8889 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 31 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-32 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-32.pt Euclidean distance between 19 and 32: 20.970430374145508. Interpolating between 19 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 0.2611 0.8906 0.8409 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2498 0.8945 0.8466 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2442 0.8965 0.8499 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2411 0.8984 0.8531 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2373 0.9062 0.8644 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2337 0.9102 0.8708 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2320 0.9199 0.8852 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2345 0.9199 0.8845 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 32 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-33 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-33.pt Euclidean distance between 19 and 33: 23.600387573242188. Interpolating between 19 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 0.2299 0.8984 0.8523 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2286 0.9082 0.8691 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2655 0.8984 0.8617 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3023 0.8945 0.8615 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2815 0.8945 0.8629 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2383 0.8984 0.8653 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2186 0.9121 0.8794 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2226 0.9199 0.8871 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 33 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-34.pt Euclidean distance between 19 and 34: 21.147720336914062. Interpolating between 19 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 0.2513 0.9141 0.8785 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2455 0.9121 0.8767 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2429 0.9141 0.8791 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2416 0.9141 0.8798 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2405 0.9121 0.8767 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2371 0.9141 0.8778 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2352 0.9180 0.8820 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2362 0.9199 0.8852 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 34 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-35.pt Euclidean distance between 19 and 35: 21.27391815185547. Interpolating between 19 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 0.2659 0.9043 0.8604 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2524 0.9004 0.8571 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2445 0.9023 0.8603 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2398 0.9004 0.8587 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2356 0.9121 0.8760 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2299 0.9121 0.8760 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2266 0.9160 0.8796 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2299 0.9238 0.8908 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 35 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-36.pt Euclidean distance between 19 and 36: 20.939817428588867. Interpolating between 19 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 0.2793 0.8984 0.8539 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2659 0.8945 0.8492 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2568 0.8984 0.8547 [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 0.2453 0.9062 0.8667 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2406 0.9141 0.8771 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2372 0.9180 0.8814 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2374 0.9219 0.8876 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 36 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-37.pt Euclidean distance between 19 and 37: 21.5975284576416. Interpolating between 19 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 0.2610 0.8945 0.8439 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2525 0.8945 0.8457 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2507 0.9004 0.8555 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2497 0.9023 0.8580 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2463 0.9062 0.8644 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2409 0.9180 0.8814 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2372 0.9160 0.8775 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2371 0.9199 0.8845 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 37 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-38.pt Euclidean distance between 19 and 38: 21.140766143798828. Interpolating between 19 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 0.2435 0.9141 0.8771 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2379 0.9121 0.8760 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2352 0.9102 0.8729 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2335 0.9102 0.8729 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2321 0.9141 0.8785 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2309 0.9160 0.8802 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2315 0.9199 0.8852 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2349 0.9219 0.8876 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 38 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-39.pt Euclidean distance between 19 and 39: 21.180660247802734. Interpolating between 19 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 0.2706 0.9004 0.8522 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2647 0.9004 0.8530 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2607 0.9062 0.8629 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2564 0.9062 0.8629 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2494 0.9082 0.8661 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2419 0.9082 0.8661 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2377 0.9160 0.8789 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2375 0.9180 0.8814 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 39 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-40.pt Euclidean distance between 19 and 40: 21.96406364440918. Interpolating between 19 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 0.2465 0.9043 0.8635 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2377 0.9023 0.8611 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2394 0.8965 0.8532 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2420 0.9004 0.8595 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2394 0.9082 0.8712 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2337 0.9121 0.8760 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2305 0.9180 0.8833 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2325 0.9199 0.8852 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 40 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-41.pt Euclidean distance between 19 and 41: 21.19270133972168. Interpolating between 19 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 0.2758 0.9043 0.8627 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2653 0.9023 0.8611 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2606 0.9043 0.8643 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2566 0.9062 0.8667 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2503 0.9141 0.8771 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2421 0.9141 0.8764 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2368 0.9160 0.8789 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2364 0.9180 0.8814 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 41 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-42.pt Euclidean distance between 19 and 42: 20.862207412719727. Interpolating between 19 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 0.2609 0.9004 0.8579 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2525 0.8984 0.8556 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2463 0.8965 0.8532 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2414 0.8984 0.8556 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2364 0.8984 0.8556 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2314 0.9102 0.8701 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2299 0.9180 0.8814 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2329 0.9199 0.8845 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 42 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-43.pt Euclidean distance between 19 and 43: 20.769927978515625. Interpolating between 19 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 0.2569 0.8945 0.8430 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2438 0.8984 0.8497 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2360 0.9062 0.8621 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2312 0.9102 0.8693 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2283 0.9121 0.8718 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2266 0.9199 0.8845 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2271 0.9238 0.8901 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2316 0.9219 0.8876 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 43 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-44 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-44.pt Euclidean distance between 19 and 44: 20.855344772338867. Interpolating between 19 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 0.8984 0.8523 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2487 0.8984 0.8531 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2416 0.9043 0.8627 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2375 0.9043 0.8643 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2344 0.9062 0.8674 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2320 0.9043 0.8643 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2310 0.9180 0.8827 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2334 0.9219 0.8876 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 44 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-45 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-45.pt Euclidean distance between 19 and 45: 21.091596603393555. Interpolating between 19 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 0.2320 0.9121 0.8753 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2275 0.9141 0.8778 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2265 0.9141 0.8791 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2266 0.9141 0.8791 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2257 0.9160 0.8822 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2239 0.9141 0.8791 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2247 0.9199 0.8852 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2299 0.9219 0.8876 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 45 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-46 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-46.pt Euclidean distance between 19 and 46: 20.9349422454834. Interpolating between 19 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 0.2698 0.9023 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2570 0.9062 0.8644 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2487 0.9121 0.8739 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2437 0.9102 0.8715 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2398 0.9121 0.8739 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2362 0.9160 0.8796 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2353 0.9180 0.8820 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2368 0.9219 0.8876 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 46 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-47 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-47.pt Euclidean distance between 19 and 47: 22.441390991210938. Interpolating between 19 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 0.8906 0.8427 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2420 0.9004 0.8579 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2457 0.9004 0.8579 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2486 0.9043 0.8650 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2407 0.9102 0.8736 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2310 0.9102 0.8736 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2271 0.9180 0.8833 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2302 0.9219 0.8876 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 47 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-48 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-48.pt Euclidean distance between 19 and 48: 20.86590576171875. Interpolating between 19 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 0.2452 0.9082 0.8669 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2371 0.9102 0.8693 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2331 0.9121 0.8739 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2310 0.9160 0.8796 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2292 0.9141 0.8764 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2275 0.9160 0.8789 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2276 0.9199 0.8852 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2322 0.9199 0.8845 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 48 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-49 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-49.pt Euclidean distance between 19 and 49: 20.686643600463867. Interpolating between 19 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 0.2714 0.8984 0.8531 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2558 0.9043 0.8620 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2433 0.9102 0.8715 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2348 0.9160 0.8796 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2294 0.9199 0.8845 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2265 0.9180 0.8820 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2266 0.9219 0.8870 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2316 0.9219 0.8876 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 49 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-50 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-50.pt Euclidean distance between 19 and 50: 21.143264770507812. Interpolating between 19 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 0.2521 0.9062 0.8659 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2451 0.9023 0.8611 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2407 0.9121 0.8753 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2388 0.9102 0.8729 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2360 0.9141 0.8778 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2323 0.9219 0.8883 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2312 0.9199 0.8845 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2338 0.9180 0.8814 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 50 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-51 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-51.pt Euclidean distance between 19 and 51: 20.85665512084961. Interpolating between 19 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 0.2613 0.9023 0.8588 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2489 0.9062 0.8659 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2410 0.9102 0.8715 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2359 0.9121 0.8753 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2330 0.9160 0.8809 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2301 0.9180 0.8827 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2299 0.9219 0.8876 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2332 0.9219 0.8876 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 51 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-52 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-52.pt Euclidean distance between 19 and 52: 20.88299560546875. Interpolating between 19 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 0.2649 0.9082 0.8676 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2523 0.9121 0.8739 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2441 0.9102 0.8715 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2388 0.9160 0.8796 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2351 0.9180 0.8820 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2331 0.9180 0.8814 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2328 0.9141 0.8757 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2354 0.9219 0.8876 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 52 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-53 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-53.pt Euclidean distance between 19 and 53: 23.65894889831543. Interpolating between 19 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 0.2399 0.8945 0.8457 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2454 0.8867 0.8324 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2994 0.8809 0.8190 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3627 0.8574 0.7653 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3158 0.9004 0.8563 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2404 0.9102 0.8763 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2096 0.9160 0.8847 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2154 0.9238 0.8926 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 53 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-54 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-54.pt Euclidean distance between 19 and 54: 21.21528434753418. Interpolating between 19 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 0.2784 0.9023 0.8555 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2709 0.9004 0.8530 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2672 0.9004 0.8539 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2629 0.9082 0.8669 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2546 0.9121 0.8732 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2452 0.9180 0.8814 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2390 0.9180 0.8814 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2378 0.9199 0.8839 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 54 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-55 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-55.pt Euclidean distance between 19 and 55: 20.935810089111328. Interpolating between 19 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 0.2714 0.8984 0.8497 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2592 0.9004 0.8539 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2517 0.9043 0.8612 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2470 0.9082 0.8676 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2422 0.9082 0.8669 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2373 0.9102 0.8701 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2331 0.9160 0.8789 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2337 0.9219 0.8876 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 55 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-56 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-56.pt Euclidean distance between 19 and 56: 21.417903900146484. Interpolating between 19 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 0.2468 0.9062 0.8636 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2388 0.9023 0.8588 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2398 0.9121 0.8753 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2418 0.9121 0.8760 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2389 0.9141 0.8791 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2339 0.9199 0.8864 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2320 0.9219 0.8883 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2345 0.9199 0.8852 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 56 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-57 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-57.pt Euclidean distance between 19 and 57: 21.363380432128906. Interpolating between 19 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 0.2720 0.8945 0.8457 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2574 0.8945 0.8457 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2500 0.8965 0.8490 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2453 0.9043 0.8620 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2392 0.9121 0.8747 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2336 0.9141 0.8771 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2318 0.9180 0.8820 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2346 0.9199 0.8845 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 57 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-58 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-58.pt Euclidean distance between 19 and 58: 21.41448211669922. Interpolating between 19 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 0.2671 0.8984 0.8547 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2654 0.8965 0.8524 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2668 0.9023 0.8603 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2667 0.9023 0.8596 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2601 0.9062 0.8644 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2503 0.9102 0.8686 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2414 0.9141 0.8743 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2387 0.9180 0.8807 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 58 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-59 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-59.pt Euclidean distance between 19 and 59: 21.180891036987305. Interpolating between 19 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 0.2636 0.9043 0.8596 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2558 0.9062 0.8629 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2518 0.9082 0.8661 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2482 0.9082 0.8669 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2428 0.9102 0.8701 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2369 0.9180 0.8820 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2331 0.9141 0.8757 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2349 0.9219 0.8876 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 59 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-60 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-60.pt Euclidean distance between 19 and 60: 21.667865753173828. Interpolating between 19 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 0.2541 0.9004 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2467 0.9023 0.8611 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2461 0.9004 0.8587 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2457 0.9062 0.8667 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2407 0.9102 0.8722 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2348 0.9180 0.8833 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2318 0.9219 0.8883 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2335 0.9219 0.8876 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 60 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-61 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-61.pt Euclidean distance between 19 and 61: 23.767675399780273. Interpolating between 19 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 0.2441 0.9004 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2499 0.8945 0.8466 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3118 0.8867 0.8314 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3878 0.8750 0.8129 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3536 0.9023 0.8718 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2582 0.9023 0.8718 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2154 0.9141 0.8836 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2172 0.9219 0.8901 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 61 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-62 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-62.pt Euclidean distance between 19 and 62: 20.709274291992188. Interpolating between 19 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 0.2523 0.9121 0.8725 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2411 0.9121 0.8739 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2339 0.9102 0.8722 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2296 0.9121 0.8747 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2268 0.9121 0.8753 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2252 0.9180 0.8827 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2261 0.9199 0.8858 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2312 0.9219 0.8883 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 62 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-63 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-63.pt Euclidean distance between 19 and 63: 23.642562866210938. Interpolating between 19 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 0.2182 0.9043 0.8635 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2275 0.9043 0.8643 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2894 0.9062 0.8703 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3484 0.9043 0.8727 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3013 0.8945 0.8622 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2375 0.9121 0.8806 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2155 0.9160 0.8828 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2210 0.9199 0.8864 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 63 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-64 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-64.pt Euclidean distance between 19 and 64: 21.62212562561035. Interpolating between 19 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 0.2700 0.8945 0.8483 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2555 0.9023 0.8603 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2515 0.9023 0.8611 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2504 0.9004 0.8587 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2449 0.8984 0.8564 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2373 0.9043 0.8635 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2325 0.9141 0.8778 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2336 0.9199 0.8852 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 64 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-65 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-65.pt Euclidean distance between 19 and 65: 21.349056243896484. Interpolating between 19 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 0.2630 0.9043 0.8627 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2536 0.9102 0.8722 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2507 0.9023 0.8619 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2487 0.9004 0.8610 [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 0.2376 0.9141 0.8798 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2334 0.9160 0.8809 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2348 0.9180 0.8827 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 65 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-66 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-66.pt Euclidean distance between 19 and 66: 21.116378784179688. Interpolating between 19 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 0.2821 0.8965 0.8507 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2686 0.9004 0.8571 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2585 0.9004 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2509 0.9004 0.8571 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2448 0.9043 0.8635 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2398 0.9141 0.8764 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2368 0.9180 0.8820 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2370 0.9219 0.8876 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 66 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-67 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-67.pt Euclidean distance between 19 and 67: 20.98268699645996. Interpolating between 19 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 0.2537 0.9082 0.8676 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2443 0.9102 0.8708 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2394 0.9141 0.8764 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2360 0.9160 0.8789 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2326 0.9160 0.8789 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2292 0.9180 0.8827 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2286 0.9160 0.8789 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2324 0.9219 0.8876 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 67 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-68 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-68.pt Euclidean distance between 19 and 68: 23.77367401123047. Interpolating between 19 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 0.2333 0.8945 0.8508 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2426 0.8945 0.8483 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3031 0.8926 0.8424 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3898 0.8789 0.8187 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3769 0.9141 0.8785 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2687 0.9160 0.8853 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2134 0.9199 0.8907 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2137 0.9238 0.8920 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 68 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-69 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-69.pt Euclidean distance between 19 and 69: 23.69317054748535. Interpolating between 19 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 0.2163 0.9102 0.8708 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2377 0.9023 0.8596 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3037 0.8945 0.8457 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3792 0.8906 0.8436 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3595 0.8984 0.8673 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2656 0.9023 0.8724 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2165 0.9102 0.8789 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2159 0.9219 0.8913 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 69 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-70 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-70.pt Euclidean distance between 19 and 70: 23.131256103515625. Interpolating between 19 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 0.2373 0.8887 0.8376 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2334 0.8906 0.8436 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2509 0.8965 0.8556 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2585 0.8945 0.8548 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2420 0.8965 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2263 0.9043 0.8672 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2213 0.9219 0.8895 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2272 0.9199 0.8852 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 70 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-71 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-71.pt Euclidean distance between 19 and 71: 20.77923583984375. Interpolating between 19 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 0.2772 0.9023 0.8563 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2639 0.9023 0.8571 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2544 0.9043 0.8612 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2475 0.9082 0.8669 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2416 0.9121 0.8725 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2363 0.9141 0.8757 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2336 0.9180 0.8814 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2348 0.9219 0.8876 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 71 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-72 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-72.pt Euclidean distance between 19 and 72: 21.33270835876465. Interpolating between 19 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 0.2793 0.8848 0.8319 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2621 0.8887 0.8394 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2556 0.8984 0.8547 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2528 0.8984 0.8556 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2472 0.9043 0.8643 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2405 0.9102 0.8729 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2364 0.9219 0.8883 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2365 0.9219 0.8876 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 72 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-73 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-73.pt Euclidean distance between 19 and 73: 21.004220962524414. Interpolating between 19 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 0.2506 0.8984 0.8547 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2438 0.9004 0.8587 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2406 0.9023 0.8626 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2389 0.9082 0.8712 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2361 0.9082 0.8712 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2321 0.9121 0.8767 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2298 0.9160 0.8802 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2319 0.9219 0.8876 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 73 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-74 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-74.pt Euclidean distance between 19 and 74: 20.979429244995117. Interpolating between 19 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 0.2563 0.9121 0.8711 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2480 0.9141 0.8743 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2434 0.9102 0.8693 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2402 0.9141 0.8750 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2388 0.9160 0.8789 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2368 0.9199 0.8839 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2358 0.9180 0.8814 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2371 0.9199 0.8845 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 74 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-75 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-75.pt Euclidean distance between 19 and 75: 20.88460922241211. Interpolating between 19 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 0.2656 0.9004 0.8563 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2536 0.9023 0.8596 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2466 0.8984 0.8547 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2403 0.8965 0.8524 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2355 0.9082 0.8683 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2316 0.9102 0.8708 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2300 0.9180 0.8820 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2333 0.9219 0.8876 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 75 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-76 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-76.pt Euclidean distance between 19 and 76: 21.890987396240234. Interpolating between 19 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 0.2266 0.9160 0.8775 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2215 0.9180 0.8814 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2244 0.9141 0.8771 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2270 0.9180 0.8833 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2240 0.9180 0.8840 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2202 0.9199 0.8871 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2215 0.9199 0.8858 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2287 0.9238 0.8901 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 76 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-77 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-77.pt Euclidean distance between 19 and 77: 21.3516845703125. Interpolating between 19 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 0.2611 0.8945 0.8466 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2541 0.8906 0.8427 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2509 0.8965 0.8507 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2483 0.8984 0.8531 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2439 0.9062 0.8652 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2392 0.9102 0.8708 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2360 0.9141 0.8764 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2366 0.9219 0.8876 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 77 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-78 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-78.pt Euclidean distance between 19 and 78: 23.618011474609375. Interpolating between 19 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 0.2169 0.9102 0.8736 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2240 0.9082 0.8712 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2621 0.9062 0.8703 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2978 0.9121 0.8806 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2809 0.9023 0.8698 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2348 0.9062 0.8737 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2144 0.9121 0.8794 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2199 0.9238 0.8926 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 78 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-79 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-79.pt Euclidean distance between 19 and 79: 20.79166030883789. Interpolating between 19 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 0.2524 0.9023 0.8596 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2438 0.9062 0.8659 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2382 0.9082 0.8683 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2342 0.9102 0.8715 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2316 0.9121 0.8753 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2296 0.9160 0.8809 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2296 0.9180 0.8827 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2332 0.9219 0.8876 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 79 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-80 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-80.pt Euclidean distance between 19 and 80: 21.0548095703125. Interpolating between 19 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 0.2412 0.9082 0.8691 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2382 0.9062 0.8667 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2386 0.9082 0.8698 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2387 0.9160 0.8809 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2367 0.9141 0.8778 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2339 0.9160 0.8796 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2334 0.9199 0.8845 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2361 0.9219 0.8876 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 80 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-81 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-81.pt Euclidean distance between 19 and 81: 20.754091262817383. Interpolating between 19 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 0.2524 0.9102 0.8678 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2430 0.9102 0.8686 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2372 0.9043 0.8604 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2337 0.9121 0.8739 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2309 0.9160 0.8802 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2284 0.9141 0.8771 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2282 0.9180 0.8820 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2322 0.9199 0.8845 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 81 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-82 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-82.pt Euclidean distance between 19 and 82: 23.255891799926758. Interpolating between 19 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 0.2164 0.9004 0.8563 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2210 0.8945 0.8483 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2445 0.8926 0.8501 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2619 0.8945 0.8548 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2503 0.8984 0.8624 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2302 0.9043 0.8686 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2216 0.9141 0.8791 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2263 0.9219 0.8883 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 82 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-83 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-83.pt Euclidean distance between 19 and 83: 21.060043334960938. Interpolating between 19 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 0.2414 0.9023 0.8603 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2359 0.9062 0.8667 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2336 0.9082 0.8698 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2322 0.9141 0.8785 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2299 0.9141 0.8771 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2275 0.9180 0.8827 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2271 0.9180 0.8820 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2313 0.9199 0.8852 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 83 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-84 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-84.pt Euclidean distance between 19 and 84: 21.788532257080078. Interpolating between 19 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 0.2504 0.9082 0.8712 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2436 0.9043 0.8650 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2452 0.9023 0.8634 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2465 0.8965 0.8548 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2425 0.8984 0.8571 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2352 0.9062 0.8689 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2309 0.9180 0.8833 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2322 0.9199 0.8852 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 84 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-85 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-85.pt Euclidean distance between 19 and 85: 20.9182186126709. Interpolating between 19 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 0.2701 0.9043 0.8627 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2603 0.9062 0.8659 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2524 0.9062 0.8652 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2461 0.9121 0.8739 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2403 0.9160 0.8782 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2356 0.9180 0.8807 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2328 0.9199 0.8839 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2348 0.9219 0.8876 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 85 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-86 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-86.pt Euclidean distance between 19 and 86: 21.55341148376465. Interpolating between 19 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 0.2533 0.8965 0.8481 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2391 0.8965 0.8507 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2324 0.9004 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2300 0.9023 0.8619 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2263 0.9082 0.8719 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2225 0.9141 0.8798 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2225 0.9160 0.8809 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2281 0.9199 0.8858 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 86 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-87 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-87.pt Euclidean distance between 19 and 87: 21.077421188354492. Interpolating between 19 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 0.2760 0.8984 0.8506 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2632 0.8965 0.8507 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2553 0.8984 0.8539 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2495 0.9004 0.8571 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2439 0.9082 0.8691 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2393 0.9141 0.8778 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2360 0.9199 0.8858 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2360 0.9180 0.8827 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 87 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-88 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-88.pt Euclidean distance between 19 and 88: 20.83689308166504. Interpolating between 19 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 0.2358 0.9062 0.8652 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2294 0.9160 0.8796 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2264 0.9160 0.8796 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2253 0.9121 0.8732 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2245 0.9180 0.8827 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2231 0.9199 0.8852 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2240 0.9199 0.8845 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2298 0.9219 0.8876 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 88 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-89 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-89.pt Euclidean distance between 19 and 89: 20.72433853149414. Interpolating between 19 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 0.2518 0.9004 0.8579 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2427 0.9043 0.8643 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2370 0.9043 0.8643 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2331 0.9102 0.8729 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2303 0.9199 0.8864 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2286 0.9180 0.8833 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2289 0.9180 0.8833 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2328 0.9238 0.8908 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 89 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-90 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-90.pt Euclidean distance between 19 and 90: 20.975849151611328. Interpolating between 19 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 0.2438 0.9141 0.8771 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2359 0.9160 0.8809 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2323 0.9180 0.8833 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2301 0.9219 0.8889 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2279 0.9258 0.8950 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2271 0.9219 0.8883 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2284 0.9238 0.8908 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2328 0.9219 0.8876 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 90 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-91 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-91.pt Euclidean distance between 19 and 91: 21.11907386779785. Interpolating between 19 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 0.2483 0.8965 0.8507 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2456 0.9043 0.8627 [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 0.2436 0.9082 0.8691 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2400 0.9102 0.8715 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2357 0.9082 0.8683 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2333 0.9160 0.8789 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2348 0.9180 0.8814 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 91 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-92 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-92.pt Euclidean distance between 19 and 92: 22.847850799560547. Interpolating between 19 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 0.2385 0.8848 0.8309 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2341 0.8945 0.8475 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2502 0.9004 0.8587 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2612 0.9062 0.8681 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2501 0.9082 0.8705 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2326 0.9082 0.8698 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2260 0.9160 0.8809 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2294 0.9219 0.8876 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 92 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-93 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-93.pt Euclidean distance between 19 and 93: 21.661821365356445. Interpolating between 19 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 0.2613 0.8984 0.8497 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2586 0.8965 0.8473 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2610 0.8945 0.8439 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2600 0.9004 0.8539 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2531 0.9043 0.8596 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2439 0.9160 0.8768 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2368 0.9160 0.8768 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2362 0.9180 0.8814 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 93 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-94 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-94.pt Euclidean distance between 19 and 94: 23.614227294921875. Interpolating between 19 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 0.2383 0.8965 0.8499 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2420 0.8945 0.8457 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2945 0.8945 0.8457 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3611 0.8926 0.8442 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3417 0.9043 0.8707 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2582 0.9082 0.8779 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2152 0.9180 0.8883 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2169 0.9219 0.8901 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 94 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-95 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-95.pt Euclidean distance between 19 and 95: 21.26467514038086. Interpolating between 19 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 0.2530 0.9062 0.8681 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2452 0.9023 0.8626 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2409 0.9102 0.8729 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2383 0.9062 0.8681 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2359 0.9082 0.8712 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2322 0.9082 0.8705 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2296 0.9219 0.8883 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2324 0.9219 0.8876 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 95 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-96 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-96.pt Euclidean distance between 19 and 96: 21.302515029907227. Interpolating between 19 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 0.2685 0.9004 0.8563 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2652 0.9043 0.8627 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2677 0.9023 0.8603 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2692 0.9023 0.8603 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2636 0.9043 0.8612 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2530 0.9102 0.8693 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2442 0.9160 0.8782 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2405 0.9180 0.8814 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 96 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-97 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-97.pt Euclidean distance between 19 and 97: 21.820451736450195. Interpolating between 19 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 0.2477 0.8926 0.8468 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2429 0.8945 0.8508 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2447 0.9023 0.8626 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2453 0.9043 0.8658 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2416 0.9082 0.8712 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2354 0.9180 0.8840 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2322 0.9160 0.8802 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2340 0.9180 0.8820 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 97 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-98 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-98.pt Euclidean distance between 19 and 98: 20.914770126342773. Interpolating between 19 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 0.2443 0.8984 0.8539 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2353 0.8984 0.8539 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2313 0.9004 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2301 0.9082 0.8705 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2285 0.9141 0.8785 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2269 0.9102 0.8729 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2276 0.9180 0.8833 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2320 0.9219 0.8876 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 98 Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Encountered Error: connectivity/bert_ft_qqp-99 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-99.pt Euclidean distance between 19 and 99: 23.28356170654297. Interpolating between 19 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 0.2159 0.9082 0.8676 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2230 0.9043 0.8620 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2575 0.8984 0.8539 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2814 0.9043 0.8650 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2582 0.9062 0.8696 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2288 0.9121 0.8774 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2183 0.9141 0.8778 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2245 0.9199 0.8852 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2413 0.9160 0.8789 Completed interpolation from 19 to 99 Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-21 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-21.pt Euclidean distance between 20 and 21: 21.59374237060547. Interpolating between 20 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 0.2578 0.9062 0.8652 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2597 0.9043 0.8635 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2643 0.9004 0.8610 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2683 0.9004 0.8625 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2683 0.9004 0.8633 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2641 0.8945 0.8548 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2625 0.8965 0.8556 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2744 0.8926 0.8476 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.3046 0.8945 0.8483 Completed interpolation from 20 to 21 Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-22 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-22.pt Euclidean distance between 20 and 22: 23.21350860595703. Interpolating between 20 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 0.2258 0.9121 0.8753 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2232 0.9102 0.8729 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2419 0.9102 0.8722 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2685 0.9062 0.8674 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2717 0.9023 0.8656 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2443 0.9102 0.8777 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2341 0.8984 0.8595 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2551 0.9023 0.8619 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.3046 0.8945 0.8483 Completed interpolation from 20 to 22 Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-23 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-23.pt Euclidean distance between 20 and 23: 22.528860092163086. Interpolating between 20 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 0.2218 0.8984 0.8564 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2173 0.9023 0.8634 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2290 0.9062 0.8703 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2438 0.9082 0.8753 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2445 0.9082 0.8753 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2372 0.9023 0.8670 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2402 0.8965 0.8564 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2626 0.8965 0.8532 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.3046 0.8945 0.8483 Completed interpolation from 20 to 23 Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-24 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-24.pt Euclidean distance between 20 and 24: 21.649269104003906. Interpolating between 20 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 0.2622 0.9121 0.8739 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2567 0.9023 0.8619 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2578 0.8984 0.8579 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2622 0.8926 0.8501 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2636 0.8945 0.8541 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2611 0.8965 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2614 0.8965 0.8548 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2737 0.8965 0.8524 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.3046 0.8945 0.8483 Completed interpolation from 20 to 24 Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-25 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-25.pt Euclidean distance between 20 and 25: 21.400135040283203. Interpolating between 20 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 0.2673 0.8984 0.8556 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2646 0.8945 0.8500 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2630 0.8965 0.8548 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2635 0.8965 0.8556 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2649 0.9004 0.8618 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2638 0.8965 0.8556 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2655 0.9004 0.8595 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2780 0.9004 0.8579 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.3046 0.8945 0.8483 Completed interpolation from 20 to 25 Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-26 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-26.pt Euclidean distance between 20 and 26: 21.319265365600586. Interpolating between 20 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 0.2495 0.9062 0.8644 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2420 0.8945 0.8492 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2425 0.8965 0.8540 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2477 0.8965 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2513 0.8984 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2520 0.9004 0.8603 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2578 0.9004 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2745 0.8945 0.8492 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.3046 0.8945 0.8483 Completed interpolation from 20 to 26 Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-27.pt Euclidean distance between 20 and 27: 21.574392318725586. Interpolating between 20 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 0.2303 0.9082 0.8676 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2271 0.9043 0.8620 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2321 0.9023 0.8611 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2421 0.9043 0.8643 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2477 0.8984 0.8571 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2482 0.9023 0.8626 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2522 0.8984 0.8564 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2699 0.8965 0.8524 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.3046 0.8945 0.8483 Completed interpolation from 20 to 27 Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-28.pt Euclidean distance between 20 and 28: 21.280691146850586. Interpolating between 20 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 0.2674 0.9023 0.8588 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2596 0.8965 0.8540 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2589 0.8945 0.8533 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2619 0.8926 0.8518 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2621 0.8926 0.8525 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2594 0.8945 0.8541 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2604 0.9004 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2744 0.8965 0.8524 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.3046 0.8945 0.8483 Completed interpolation from 20 to 28 Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-29.pt Euclidean distance between 20 and 29: 21.24299430847168. Interpolating between 20 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 0.2590 0.8867 0.8389 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2537 0.8887 0.8430 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2550 0.8945 0.8548 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2591 0.8945 0.8548 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2593 0.8926 0.8509 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2564 0.8965 0.8548 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2602 0.8945 0.8500 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2755 0.8945 0.8492 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.3046 0.8945 0.8483 Completed interpolation from 20 to 29 Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-30.pt Euclidean distance between 20 and 30: 21.638877868652344. Interpolating between 20 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 0.2547 0.8984 0.8539 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2515 0.9004 0.8563 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2546 0.8984 0.8539 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2608 0.8887 0.8403 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2636 0.8926 0.8459 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2615 0.9004 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2631 0.9004 0.8563 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2778 0.8965 0.8515 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.3046 0.8945 0.8483 Completed interpolation from 20 to 30 Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-31 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-31.pt Euclidean distance between 20 and 31: 23.254735946655273. Interpolating between 20 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 0.2384 0.8984 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2392 0.8965 0.8507 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2668 0.8926 0.8433 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3052 0.8848 0.8309 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3084 0.9023 0.8634 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2650 0.8945 0.8601 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2388 0.8984 0.8639 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2546 0.8965 0.8556 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.3046 0.8945 0.8483 Completed interpolation from 20 to 31 Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-32 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-32.pt Euclidean distance between 20 and 32: 21.247499465942383. Interpolating between 20 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 0.2653 0.8926 0.8442 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2573 0.8926 0.8451 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2561 0.8945 0.8492 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2583 0.8926 0.8485 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2605 0.8906 0.8453 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2614 0.8926 0.8468 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2651 0.8965 0.8524 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2787 0.8906 0.8427 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.3046 0.8945 0.8483 Completed interpolation from 20 to 32 Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-33 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-33.pt Euclidean distance between 20 and 33: 22.98382568359375. Interpolating between 20 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 0.2356 0.9004 0.8555 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2264 0.9043 0.8635 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2374 0.9023 0.8641 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2530 0.9023 0.8691 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2539 0.8984 0.8632 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2432 0.9004 0.8654 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2435 0.9004 0.8618 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2643 0.8984 0.8556 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.3046 0.8945 0.8483 Completed interpolation from 20 to 33 Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-34.pt Euclidean distance between 20 and 34: 21.206226348876953. Interpolating between 20 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 0.2548 0.9102 0.8729 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2517 0.9043 0.8658 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2538 0.9023 0.8641 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2586 0.8945 0.8541 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2624 0.9004 0.8610 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2645 0.8965 0.8548 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2682 0.9004 0.8587 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2802 0.8965 0.8524 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.3046 0.8945 0.8483 Completed interpolation from 20 to 34 Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-35.pt Euclidean distance between 20 and 35: 21.236896514892578. Interpolating between 20 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 0.2760 0.9023 0.8588 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2689 0.8945 0.8508 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2655 0.8965 0.8540 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2652 0.8965 0.8548 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2659 0.8926 0.8501 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2650 0.8945 0.8508 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2682 0.8965 0.8532 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2806 0.8945 0.8483 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.3046 0.8945 0.8483 Completed interpolation from 20 to 35 Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-36.pt Euclidean distance between 20 and 36: 21.393573760986328. Interpolating between 20 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 0.2813 0.8965 0.8524 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2724 0.8945 0.8516 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2696 0.8965 0.8548 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2710 0.8945 0.8525 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2728 0.8965 0.8548 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2704 0.8945 0.8516 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2699 0.8984 0.8556 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2801 0.8965 0.8515 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.3046 0.8945 0.8483 Completed interpolation from 20 to 36 Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-37.pt Euclidean distance between 20 and 37: 21.2793025970459. Interpolating between 20 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 0.2632 0.8965 0.8481 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2544 0.8984 0.8523 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2540 0.8984 0.8539 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2574 0.8945 0.8492 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2607 0.8945 0.8500 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2627 0.8926 0.8476 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2674 0.8906 0.8444 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2806 0.8926 0.8459 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.3046 0.8945 0.8483 Completed interpolation from 20 to 37 Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-38.pt Euclidean distance between 20 and 38: 21.55933380126953. Interpolating between 20 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 0.2453 0.9121 0.8747 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2433 0.9082 0.8705 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2468 0.9062 0.8681 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2521 0.8965 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2573 0.8984 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2597 0.9004 0.8610 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2637 0.9004 0.8595 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2768 0.8945 0.8492 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.3046 0.8945 0.8483 Completed interpolation from 20 to 38 Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-39.pt Euclidean distance between 20 and 39: 21.192712783813477. Interpolating between 20 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 0.2664 0.9004 0.8539 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2582 0.9023 0.8580 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2542 0.9043 0.8635 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2548 0.9043 0.8658 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2554 0.9004 0.8610 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2546 0.9082 0.8705 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2582 0.9043 0.8643 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2743 0.8945 0.8483 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.3046 0.8945 0.8483 Completed interpolation from 20 to 39 Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-40.pt Euclidean distance between 20 and 40: 21.336244583129883. Interpolating between 20 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 0.2517 0.9023 0.8603 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2448 0.9023 0.8603 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2467 0.9004 0.8579 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2525 0.8984 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2559 0.9023 0.8626 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2574 0.9004 0.8595 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2632 0.9023 0.8619 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2781 0.8965 0.8524 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.3046 0.8945 0.8483 Completed interpolation from 20 to 40 Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-41.pt Euclidean distance between 20 and 41: 21.117395401000977. Interpolating between 20 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 0.2768 0.8984 0.8556 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2676 0.9043 0.8665 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2654 0.9043 0.8665 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2661 0.9023 0.8641 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2645 0.9043 0.8672 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2620 0.9043 0.8672 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2648 0.9004 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2785 0.8984 0.8547 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.3046 0.8945 0.8483 Completed interpolation from 20 to 41 Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-42.pt Euclidean distance between 20 and 42: 21.483501434326172. Interpolating between 20 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 0.2637 0.9004 0.8587 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2590 0.9004 0.8595 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2581 0.8965 0.8548 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2607 0.8945 0.8533 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2630 0.8984 0.8579 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2616 0.8945 0.8525 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2625 0.8984 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2750 0.8906 0.8436 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.3046 0.8945 0.8483 Completed interpolation from 20 to 42 Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-43.pt Euclidean distance between 20 and 43: 21.326080322265625. Interpolating between 20 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 0.2641 0.8926 0.8406 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2572 0.8926 0.8406 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2547 0.8945 0.8457 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2554 0.9023 0.8580 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2569 0.9004 0.8571 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2577 0.8965 0.8515 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2617 0.8926 0.8451 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2755 0.8945 0.8483 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.3046 0.8945 0.8483 Completed interpolation from 20 to 43 Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-44 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-44.pt Euclidean distance between 20 and 44: 21.450674057006836. Interpolating between 20 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 0.2612 0.8965 0.8507 [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 0.2499 0.8926 0.8459 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2541 0.8906 0.8453 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2578 0.8945 0.8525 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2573 0.8906 0.8462 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2592 0.9004 0.8595 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2737 0.8945 0.8483 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.3046 0.8945 0.8483 Completed interpolation from 20 to 44 Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-45 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-45.pt Euclidean distance between 20 and 45: 21.122629165649414. Interpolating between 20 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 0.2349 0.9082 0.8698 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2318 0.9062 0.8674 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2331 0.9062 0.8674 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2393 0.9043 0.8650 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2463 0.9043 0.8650 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2518 0.8984 0.8564 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2583 0.9004 0.8587 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2747 0.8926 0.8459 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.3046 0.8945 0.8483 Completed interpolation from 20 to 45 Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-46 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-46.pt Euclidean distance between 20 and 46: 21.61664390563965. Interpolating between 20 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 0.2725 0.9023 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2647 0.9023 0.8588 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2633 0.9004 0.8579 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2675 0.8945 0.8508 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2722 0.8945 0.8516 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2720 0.8945 0.8516 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2714 0.8984 0.8564 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2812 0.8945 0.8492 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.3046 0.8945 0.8483 Completed interpolation from 20 to 46 Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-47 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-47.pt Euclidean distance between 20 and 47: 21.758472442626953. Interpolating between 20 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 0.2460 0.8945 0.8475 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2409 0.8945 0.8492 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2479 0.8965 0.8532 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2587 0.9004 0.8610 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2586 0.8965 0.8564 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2511 0.8965 0.8564 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2506 0.8984 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2674 0.8984 0.8539 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.3046 0.8945 0.8483 Completed interpolation from 20 to 47 Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-48 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-48.pt Euclidean distance between 20 and 48: 21.57688331604004. Interpolating between 20 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 0.2431 0.9102 0.8708 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2383 0.9043 0.8635 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2436 0.8945 0.8508 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2540 0.8945 0.8516 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2577 0.8926 0.8493 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2548 0.8945 0.8525 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2563 0.8945 0.8516 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2711 0.8945 0.8492 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.3046 0.8945 0.8483 Completed interpolation from 20 to 48 Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-49 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-49.pt Euclidean distance between 20 and 49: 21.45478057861328. Interpolating between 20 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 0.2781 0.8965 0.8499 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2689 0.8965 0.8507 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2646 0.9004 0.8563 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2647 0.9023 0.8596 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2655 0.8945 0.8483 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2646 0.8965 0.8515 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2652 0.8945 0.8483 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2763 0.8945 0.8483 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.3046 0.8945 0.8483 Completed interpolation from 20 to 49 Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Encountered Error: connectivity/bert_ft_qqp-50 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-50.pt Euclidean distance between 20 and 50: 21.478130340576172. Interpolating between 20 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 0.2579 0.9062 0.8667 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2572 0.9023 0.8626 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2609 0.9004 0.8587 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2680 0.9004 0.8587 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2741 0.9004 0.8595 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2737 0.9004 0.8587 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2728 0.9004 0.8587 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2827 0.8926 0.8459 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.3046 0.8945 0.8483 Completed interpolation from 20 to 50 Wrote the values to ../logs/NLI/qqp_berts/qqp_interpol@25000steps/interpol_qqp_validation6.pkl!