Sun May 15 05:18:06 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 470.57.02 Driver Version: 470.57.02 CUDA Version: 11.4 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 Quadro RTX 8000 On | 00000000:06:00.0 Off | 0 | | N/A 30C P8 24W / 250W | 0MiB / 45556MiB | 0% Default | | | | N/A | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ Obtaining file:///scratch/rb5139/constellations/src Preparing metadata (setup.py): started Preparing metadata (setup.py): finished with status 'done' Installing collected packages: constellations Attempting uninstall: constellations Found existing installation: constellations 0.0.0 Uninstalling constellations-0.0.0: Successfully uninstalled constellations-0.0.0 Running setup.py develop for constellations Successfully installed constellations-0.0.0 Creating .OBXZ3A5QVHW3CH3HRWEU, for loading in git data Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .T07G76VOW4PRVQFMP810, for loading in git data Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Euclidean distance between 14 and 20: 18.918880462646484. Interpolating between 14 and 20 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2654 0.9062 0.8689 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2528 0.9043 0.8665 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2493 0.9004 0.8625 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2515 0.8984 0.8610 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2544 0.9023 0.8663 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2528 0.8984 0.8610 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2477 0.8945 0.8541 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2441 0.8906 0.8462 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2465 0.8945 0.8508 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 20 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .TDR5U6NUALJN7ZU5LKRG, for loading in git data Encountered Error: connectivity/bert_ft_qqp-21 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-21.pt Euclidean distance between 14 and 21: 18.964479446411133. Interpolating between 14 and 21 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2474 0.8965 0.8540 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2423 0.8965 0.8548 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2418 0.8926 0.8525 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2456 0.8867 0.8474 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2516 0.8906 0.8542 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2550 0.8887 0.8512 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2521 0.8945 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2469 0.8965 0.8587 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2466 0.8965 0.8540 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 21 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .MQ1GEW538VVR6LS2FQA8, for loading in git data Encountered Error: connectivity/bert_ft_qqp-22 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-22.pt Euclidean distance between 14 and 22: 20.95598793029785. Interpolating between 14 and 22 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2539 0.9004 0.8595 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2430 0.8984 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2605 0.8945 0.8516 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3054 0.9023 0.8641 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3554 0.8906 0.8470 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3559 0.8906 0.8571 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2933 0.8945 0.8622 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2412 0.8828 0.8404 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2333 0.8926 0.8509 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 22 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .IV65R4KTH1WF48VYHOSQ, for loading in git data Encountered Error: connectivity/bert_ft_qqp-23 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-23.pt Euclidean distance between 14 and 23: 20.510604858398438. Interpolating between 14 and 23 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2490 0.8906 0.8427 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2370 0.8887 0.8412 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2432 0.8867 0.8415 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2603 0.8906 0.8503 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2729 0.8945 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2659 0.8906 0.8526 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2474 0.8848 0.8435 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2377 0.8926 0.8518 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2417 0.8965 0.8548 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 23 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .OSC03W75KSRJDQYLXJ1W, for loading in git data Encountered Error: connectivity/bert_ft_qqp-24 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-24.pt Euclidean distance between 14 and 24: 19.03840446472168. Interpolating between 14 and 24 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2474 0.8984 0.8514 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2419 0.9004 0.8555 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2415 0.9023 0.8603 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2458 0.8945 0.8508 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2516 0.8926 0.8493 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2550 0.8906 0.8478 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2531 0.8926 0.8518 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2489 0.8984 0.8595 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2485 0.8965 0.8532 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 24 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .OLFXYS1JEOPXWKLXV3Q9, for loading in git data Encountered Error: connectivity/bert_ft_qqp-25 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-25.pt Euclidean distance between 14 and 25: 18.82073402404785. Interpolating between 14 and 25 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2508 0.8887 0.8394 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2502 0.8887 0.8394 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2515 0.8887 0.8403 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2539 0.8887 0.8430 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2569 0.8945 0.8541 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2568 0.8926 0.8525 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2539 0.8906 0.8486 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2501 0.8906 0.8453 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2509 0.8984 0.8556 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 25 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .T1IOOBZHAXMMS802ZQKC, for loading in git data Encountered Error: connectivity/bert_ft_qqp-26 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-26.pt Euclidean distance between 14 and 26: 18.821441650390625. Interpolating between 14 and 26 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2612 0.8984 0.8523 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2474 0.8984 0.8531 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2434 0.8945 0.8508 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2470 0.8887 0.8447 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2517 0.8867 0.8424 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2511 0.8867 0.8432 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2454 0.8887 0.8447 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2417 0.8906 0.8470 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2453 0.8965 0.8532 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 26 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .Q3UAPUA2J3NP3G7FTNX0, for loading in git data Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-27.pt Euclidean distance between 14 and 27: 19.105327606201172. Interpolating between 14 and 27 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2464 0.9004 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2368 0.9004 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2354 0.8965 0.8524 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2413 0.9004 0.8595 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2489 0.9023 0.8634 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2509 0.9023 0.8626 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2471 0.9004 0.8595 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2430 0.8984 0.8564 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2456 0.8965 0.8540 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 27 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .B85VWHJT19AKD3C0H3PP, for loading in git data Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-28.pt Euclidean distance between 14 and 28: 18.606508255004883. Interpolating between 14 and 28 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2694 0.8926 0.8476 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2622 0.8906 0.8462 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2592 0.8887 0.8447 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2590 0.8867 0.8432 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2593 0.8867 0.8441 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2574 0.8867 0.8441 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2531 0.8828 0.8378 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2501 0.8887 0.8438 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2512 0.8945 0.8508 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 28 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .CQEQVYT4TAWO6U7PHJFZ, for loading in git data Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-29.pt Euclidean distance between 14 and 29: 18.605911254882812. Interpolating between 14 and 29 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2440 0.9023 0.8580 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2416 0.9004 0.8579 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2436 0.9023 0.8626 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2485 0.9004 0.8603 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2516 0.8945 0.8525 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2515 0.8945 0.8525 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2487 0.8867 0.8407 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2467 0.8926 0.8485 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2489 0.8984 0.8556 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 29 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .Y4O5LXKP10MJZEU1MF5F, for loading in git data Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-30.pt Euclidean distance between 14 and 30: 19.11071014404297. Interpolating between 14 and 30 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2470 0.9004 0.8579 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2423 0.9062 0.8667 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2425 0.9082 0.8698 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2469 0.9043 0.8658 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2516 0.8984 0.8571 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2525 0.8926 0.8485 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2493 0.8945 0.8508 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2466 0.8926 0.8476 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2490 0.9004 0.8579 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 30 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .IYG4DCDF9M72CUOY8H2L, for loading in git data Encountered Error: connectivity/bert_ft_qqp-31 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-31.pt Euclidean distance between 14 and 31: 20.972728729248047. Interpolating between 14 and 31 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2596 0.8887 0.8385 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2464 0.8887 0.8367 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2621 0.8789 0.8208 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3077 0.8770 0.8174 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3682 0.8652 0.7988 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3842 0.8887 0.8535 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3159 0.8887 0.8579 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2516 0.8887 0.8527 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2356 0.8945 0.8541 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 31 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .XGQYTDMLBP89RE7KCW57, for loading in git data Encountered Error: connectivity/bert_ft_qqp-32 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-32.pt Euclidean distance between 14 and 32: 18.61818504333496. Interpolating between 14 and 32 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2372 0.8984 0.8564 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2323 0.9004 0.8595 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2321 0.9004 0.8610 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2355 0.8965 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2402 0.8984 0.8602 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2423 0.8945 0.8541 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2415 0.8945 0.8525 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2416 0.8926 0.8493 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2460 0.8965 0.8532 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 32 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .7TLS6ZASV3QZ8ZQ1HY5S, for loading in git data Encountered Error: connectivity/bert_ft_qqp-33 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-33.pt Euclidean distance between 14 and 33: 20.790630340576172. Interpolating between 14 and 33 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2509 0.8887 0.8385 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2386 0.8906 0.8436 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2547 0.8965 0.8548 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2908 0.8965 0.8623 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3194 0.8809 0.8486 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3072 0.8828 0.8515 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2677 0.8926 0.8615 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2417 0.8887 0.8496 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2400 0.8926 0.8509 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 33 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .0HTCE7OM9I6OARU7LSI1, for loading in git data Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-34.pt Euclidean distance between 14 and 34: 18.740341186523438. Interpolating between 14 and 34 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2400 0.9004 0.8563 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2379 0.9023 0.8603 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2396 0.8984 0.8547 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2437 0.8984 0.8564 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2480 0.8906 0.8462 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2504 0.8926 0.8493 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2499 0.8945 0.8516 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2489 0.8945 0.8516 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2510 0.8984 0.8556 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 34 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .Y3ZGAHIVKPC4TAUGOBH5, for loading in git data Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-35.pt Euclidean distance between 14 and 35: 18.66602325439453. Interpolating between 14 and 35 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2331 0.8984 0.8556 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2321 0.8984 0.8556 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2332 0.8984 0.8564 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2362 0.8926 0.8493 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2401 0.8887 0.8447 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2429 0.8926 0.8501 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2438 0.8965 0.8556 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2446 0.8926 0.8485 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2487 0.8984 0.8556 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 35 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .9Q360N5FTIY9WM6DZ44Z, for loading in git data Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-36.pt Euclidean distance between 14 and 36: 18.72801971435547. Interpolating between 14 and 36 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2594 0.8984 0.8571 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2556 0.8965 0.8556 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2556 0.8945 0.8533 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2582 0.8926 0.8509 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2615 0.8945 0.8533 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2624 0.8926 0.8501 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2601 0.8906 0.8462 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2561 0.8926 0.8485 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2543 0.8945 0.8508 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 36 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .N1I2CEZ4G1H8PLR309PQ, for loading in git data Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-37.pt Euclidean distance between 14 and 37: 18.93828773498535. Interpolating between 14 and 37 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2482 0.8887 0.8367 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2426 0.8887 0.8376 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2417 0.8867 0.8362 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2445 0.8926 0.8459 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2484 0.8926 0.8468 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2504 0.8926 0.8476 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2486 0.8926 0.8476 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2470 0.8965 0.8532 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2496 0.8965 0.8532 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 37 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .KR51SI42B9TEFEY9GOIE, for loading in git data Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-38.pt Euclidean distance between 14 and 38: 18.860727310180664. Interpolating between 14 and 38 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2649 0.8926 0.8424 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2530 0.9043 0.8627 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2491 0.9062 0.8667 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2504 0.9043 0.8650 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2527 0.8984 0.8571 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2536 0.8945 0.8516 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2518 0.8965 0.8540 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2495 0.8926 0.8476 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2505 0.8984 0.8556 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 38 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .VHV0XR2TCQROO4UMMU0B, for loading in git data Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-39.pt Euclidean distance between 14 and 39: 18.627487182617188. Interpolating between 14 and 39 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2538 0.8945 0.8439 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2469 0.8965 0.8473 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2437 0.8984 0.8523 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2440 0.8984 0.8539 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2457 0.8945 0.8492 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2462 0.8965 0.8540 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2451 0.8984 0.8564 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2452 0.8984 0.8556 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2490 0.8984 0.8556 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 39 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .8SFV45RZHWY1VDPZNREH, for loading in git data Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-40.pt Euclidean distance between 14 and 40: 19.42317771911621. Interpolating between 14 and 40 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2313 0.8984 0.8539 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2307 0.8906 0.8444 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2381 0.8906 0.8453 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2504 0.8945 0.8516 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2590 0.8926 0.8501 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2577 0.8887 0.8447 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2511 0.8906 0.8453 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2466 0.8887 0.8421 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2484 0.8945 0.8500 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 40 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .D7BSQ6BED6YQ279VFKXN, for loading in git data Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-41.pt Euclidean distance between 14 and 41: 18.602514266967773. Interpolating between 14 and 41 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2456 0.8945 0.8475 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2387 0.8984 0.8564 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2376 0.8984 0.8587 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2406 0.8984 0.8602 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2440 0.8984 0.8602 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2451 0.8965 0.8579 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2440 0.8945 0.8533 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2435 0.8926 0.8501 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2477 0.8965 0.8532 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 41 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .ZB4BESCDAPPEK2XKLQRW, for loading in git data Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-42.pt Euclidean distance between 14 and 42: 19.00734519958496. Interpolating between 14 and 42 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2590 0.8926 0.8406 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2520 0.8887 0.8376 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2507 0.8867 0.8352 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2547 0.8867 0.8380 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2597 0.8867 0.8407 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2599 0.8867 0.8424 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2548 0.8867 0.8415 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2489 0.8926 0.8485 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2489 0.8965 0.8532 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 42 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .HNVFVW0BGWE1DTYJL4KR, for loading in git data Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-43.pt Euclidean distance between 14 and 43: 18.782323837280273. Interpolating between 14 and 43 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2473 0.9004 0.8522 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2395 0.9023 0.8555 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2372 0.9004 0.8539 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2395 0.9004 0.8555 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2442 0.8945 0.8483 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2475 0.8945 0.8492 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2476 0.8984 0.8547 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2462 0.9004 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2485 0.9004 0.8579 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 43 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .8KNH55SALEHUPUFU7CHH, for loading in git data Encountered Error: connectivity/bert_ft_qqp-44 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-44.pt Euclidean distance between 14 and 44: 18.878326416015625. Interpolating between 14 and 44 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2499 0.8945 0.8457 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2431 0.8965 0.8515 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2410 0.8965 0.8524 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2430 0.8945 0.8500 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2464 0.8945 0.8500 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2481 0.8887 0.8430 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2464 0.8887 0.8430 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2445 0.8887 0.8430 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2473 0.8965 0.8532 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 44 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .1Y07E06RJBRVUDN7IRD2, for loading in git data Encountered Error: connectivity/bert_ft_qqp-45 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-45.pt Euclidean distance between 14 and 45: 18.70514678955078. Interpolating between 14 and 45 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2382 0.9023 0.8603 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2318 0.9043 0.8643 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2314 0.9082 0.8719 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2351 0.9004 0.8618 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2402 0.8984 0.8595 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2439 0.8945 0.8541 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2442 0.8887 0.8447 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2437 0.8926 0.8493 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2473 0.9004 0.8587 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 45 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .VCUDYVM3JQ13V4B47FKY, for loading in git data Encountered Error: connectivity/bert_ft_qqp-46 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-46.pt Euclidean distance between 14 and 46: 19.079843521118164. Interpolating between 14 and 46 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2789 0.8848 0.8338 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2705 0.8848 0.8338 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2676 0.8887 0.8403 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2696 0.8887 0.8412 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2734 0.8867 0.8398 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2725 0.8828 0.8352 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2669 0.8887 0.8430 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2601 0.8906 0.8444 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2560 0.8965 0.8524 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 46 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .ZSS4JQ4TJRZSAIC2NX6B, for loading in git data Encountered Error: connectivity/bert_ft_qqp-47 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-47.pt Euclidean distance between 14 and 47: 19.914674758911133. Interpolating between 14 and 47 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2346 0.9023 0.8571 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2266 0.8965 0.8499 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2307 0.8965 0.8515 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2436 0.8906 0.8462 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2554 0.8945 0.8533 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2557 0.8965 0.8571 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2472 0.8945 0.8533 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2414 0.8906 0.8470 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2443 0.8945 0.8508 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 47 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .GZHEQAZ4CH70X9LNJI8O, for loading in git data Encountered Error: connectivity/bert_ft_qqp-48 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-48.pt Euclidean distance between 14 and 48: 19.063796997070312. Interpolating between 14 and 48 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2559 0.8965 0.8524 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2465 0.8945 0.8516 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2450 0.8926 0.8493 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2513 0.8906 0.8486 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2595 0.8926 0.8533 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2615 0.8887 0.8480 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2554 0.8887 0.8472 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2484 0.8906 0.8470 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2472 0.8965 0.8532 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 48 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .SKVHKIFKEMSD3PUOLPHH, for loading in git data Encountered Error: connectivity/bert_ft_qqp-49 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-49.pt Euclidean distance between 14 and 49: 18.91269874572754. Interpolating between 14 and 49 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2573 0.8906 0.8427 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2523 0.8926 0.8476 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2509 0.8887 0.8430 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2526 0.8887 0.8430 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2560 0.8867 0.8407 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2576 0.8867 0.8407 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2550 0.8867 0.8407 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2505 0.8926 0.8485 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2498 0.8965 0.8532 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 49 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .6K6W2DNG1IPDN4Z0DSUP, for loading in git data Encountered Error: connectivity/bert_ft_qqp-50 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-50.pt Euclidean distance between 14 and 50: 18.84400749206543. Interpolating between 14 and 50 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2477 0.8926 0.8451 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2452 0.8887 0.8403 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2457 0.8906 0.8444 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2499 0.8965 0.8524 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2546 0.8984 0.8556 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2575 0.8984 0.8556 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2569 0.8945 0.8508 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2544 0.8945 0.8500 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2542 0.8984 0.8556 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 50 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .6DMUFSORF2TNNXAQFOYK, for loading in git data Encountered Error: connectivity/bert_ft_qqp-51 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-51.pt Euclidean distance between 14 and 51: 18.953460693359375. Interpolating between 14 and 51 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2367 0.9004 0.8563 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2313 0.8984 0.8547 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2314 0.8984 0.8556 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2361 0.8984 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2425 0.8926 0.8485 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2462 0.8906 0.8462 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2457 0.8945 0.8516 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2439 0.8926 0.8493 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2463 0.8965 0.8532 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 51 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .AA5Z2ZQI1JPI1BM3UY28, for loading in git data Encountered Error: connectivity/bert_ft_qqp-52 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-52.pt Euclidean distance between 14 and 52: 18.98310661315918. Interpolating between 14 and 52 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2420 0.8965 0.8515 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2368 0.9023 0.8603 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2369 0.9004 0.8579 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2416 0.8984 0.8564 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2472 0.8984 0.8579 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2496 0.8965 0.8556 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2484 0.8945 0.8525 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2473 0.8926 0.8485 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2498 0.8945 0.8500 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 52 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .EIX43EO2O3JADJQ18K4B, for loading in git data Encountered Error: connectivity/bert_ft_qqp-53 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-53.pt Euclidean distance between 14 and 53: 20.927778244018555. Interpolating between 14 and 53 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2587 0.8906 0.8418 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2470 0.8906 0.8418 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2645 0.8945 0.8475 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3088 0.8906 0.8418 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3540 0.8945 0.8508 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3462 0.8887 0.8512 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2815 0.8945 0.8608 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2382 0.8906 0.8503 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2345 0.9004 0.8610 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 53 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .5UPXHCJIFOBN3A4L7LM2, for loading in git data Encountered Error: connectivity/bert_ft_qqp-54 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-54.pt Euclidean distance between 14 and 54: 18.66300392150879. Interpolating between 14 and 54 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2343 0.9062 0.8674 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2330 0.9043 0.8658 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2355 0.9004 0.8625 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2405 0.8984 0.8602 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2462 0.8906 0.8503 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2492 0.8926 0.8518 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2481 0.8945 0.8541 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2466 0.8945 0.8516 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2492 0.8965 0.8532 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 54 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .9ZYDMF903T0PYWI4LS4J, for loading in git data Encountered Error: connectivity/bert_ft_qqp-55 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-55.pt Euclidean distance between 14 and 55: 18.793701171875. Interpolating between 14 and 55 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2412 0.9023 0.8580 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2407 0.9004 0.8555 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2422 0.9004 0.8563 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2457 0.8945 0.8492 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2496 0.8945 0.8500 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2510 0.8926 0.8476 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2493 0.8945 0.8500 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2468 0.8965 0.8524 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2486 0.8965 0.8532 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 55 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .GK8C4UMH5KRAHNLXLK35, for loading in git data Encountered Error: connectivity/bert_ft_qqp-56 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-56.pt Euclidean distance between 14 and 56: 18.871620178222656. Interpolating between 14 and 56 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2664 0.8965 0.8464 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2553 0.8945 0.8466 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2511 0.8926 0.8459 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2516 0.8984 0.8564 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2540 0.9004 0.8610 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2545 0.8965 0.8564 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2527 0.8945 0.8533 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2505 0.8945 0.8516 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2514 0.8945 0.8508 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 56 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .DCL07W3BBUDM5LEV7TPG, for loading in git data Encountered Error: connectivity/bert_ft_qqp-57 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-57.pt Euclidean distance between 14 and 57: 19.177637100219727. Interpolating between 14 and 57 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2270 0.9023 0.8603 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2264 0.9023 0.8603 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2327 0.9043 0.8650 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2427 0.8984 0.8579 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2502 0.8984 0.8579 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2512 0.8945 0.8541 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2483 0.8984 0.8587 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2463 0.8945 0.8516 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2486 0.8965 0.8532 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 57 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .4CVRDRJYT7QV1R327LXH, for loading in git data Encountered Error: connectivity/bert_ft_qqp-58 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-58.pt Euclidean distance between 14 and 58: 18.795364379882812. Interpolating between 14 and 58 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2703 0.8926 0.8451 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2603 0.8906 0.8444 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2553 0.8926 0.8485 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2540 0.8926 0.8501 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2535 0.8887 0.8455 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2509 0.8848 0.8410 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2475 0.8906 0.8486 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2458 0.8926 0.8485 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2486 0.8965 0.8532 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 58 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .GWNRXMRTBYV2GGM7ATKS, for loading in git data Encountered Error: connectivity/bert_ft_qqp-59 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-59.pt Euclidean distance between 14 and 59: 18.903472900390625. Interpolating between 14 and 59 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2449 0.9062 0.8659 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2383 0.9062 0.8667 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2388 0.9062 0.8674 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2440 0.9004 0.8610 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2503 0.8965 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2530 0.8945 0.8541 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2505 0.8945 0.8525 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2471 0.8965 0.8540 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2484 0.8965 0.8532 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 59 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .DX0F7SNYWMYL51OR0B8B, for loading in git data Encountered Error: connectivity/bert_ft_qqp-60 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-60.pt Euclidean distance between 14 and 60: 18.973480224609375. Interpolating between 14 and 60 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2240 0.8965 0.8515 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2206 0.8945 0.8500 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2232 0.8945 0.8508 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2295 0.8965 0.8548 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2362 0.8965 0.8548 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2388 0.8926 0.8501 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2382 0.8965 0.8540 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2391 0.8945 0.8508 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2453 0.8945 0.8508 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 60 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .GTP5BLBCOT9Q5VX3TT3E, for loading in git data Encountered Error: connectivity/bert_ft_qqp-61 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-61.pt Euclidean distance between 14 and 61: 21.021453857421875. Interpolating between 14 and 61 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2577 0.8945 0.8448 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2456 0.8945 0.8475 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2654 0.8945 0.8492 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3169 0.8906 0.8503 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3732 0.8535 0.8157 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3776 0.8320 0.8018 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3076 0.8750 0.8439 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2486 0.8926 0.8601 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2357 0.8906 0.8486 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 61 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .AT9AVUC6LA1N3XYPEKTY, for loading in git data Encountered Error: connectivity/bert_ft_qqp-62 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-62.pt Euclidean distance between 14 and 62: 19.02439308166504. Interpolating between 14 and 62 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2427 0.8984 0.8531 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2349 0.8984 0.8539 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2351 0.8984 0.8556 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2417 0.9004 0.8595 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2498 0.8984 0.8571 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2532 0.8945 0.8533 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2503 0.8965 0.8540 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2458 0.8926 0.8485 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2468 0.8965 0.8532 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 62 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .DCIIX6U375ZHNAX3O300, for loading in git data Encountered Error: connectivity/bert_ft_qqp-63 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-63.pt Euclidean distance between 14 and 63: 20.814680099487305. Interpolating between 14 and 63 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2362 0.9004 0.8618 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2331 0.8906 0.8470 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2561 0.9043 0.8686 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3015 0.8945 0.8608 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3393 0.8809 0.8494 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3201 0.8848 0.8536 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2683 0.8965 0.8645 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2387 0.8828 0.8404 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2377 0.8926 0.8509 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 63 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .K3P0KFRNVTEU5UOOLTH3, for loading in git data Encountered Error: connectivity/bert_ft_qqp-64 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-64.pt Euclidean distance between 14 and 64: 19.026323318481445. Interpolating between 14 and 64 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2360 0.8945 0.8483 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2333 0.8965 0.8507 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2359 0.8945 0.8508 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2425 0.8926 0.8493 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2484 0.8945 0.8533 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2501 0.8906 0.8486 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2475 0.8906 0.8486 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2449 0.8965 0.8548 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2475 0.8965 0.8532 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 64 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .RK6CHQZAH4LX1P0VBE7K, for loading in git data Encountered Error: connectivity/bert_ft_qqp-65 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-65.pt Euclidean distance between 14 and 65: 18.966676712036133. Interpolating between 14 and 65 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2666 0.8867 0.8352 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2537 0.8906 0.8418 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2481 0.8906 0.8444 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2493 0.8906 0.8453 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2526 0.8926 0.8493 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2534 0.8906 0.8470 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2512 0.8926 0.8501 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2491 0.8906 0.8462 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2504 0.8945 0.8508 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 65 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .GP96UV556Z2NU4XS29ME, for loading in git data Encountered Error: connectivity/bert_ft_qqp-66 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-66.pt Euclidean distance between 14 and 66: 18.690269470214844. Interpolating between 14 and 66 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2522 0.9062 0.8652 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2474 0.8984 0.8556 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2459 0.9004 0.8603 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2472 0.9004 0.8603 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2498 0.8965 0.8556 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2515 0.8926 0.8501 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2521 0.8926 0.8485 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2525 0.8945 0.8500 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2534 0.8965 0.8524 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 66 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .NBSI944MY35BDJGCQ6M3, for loading in git data Encountered Error: connectivity/bert_ft_qqp-67 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-67.pt Euclidean distance between 14 and 67: 18.7903995513916. Interpolating between 14 and 67 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2312 0.8926 0.8459 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2304 0.8926 0.8468 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2333 0.8887 0.8421 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2384 0.8828 0.8352 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2430 0.8926 0.8493 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2446 0.8926 0.8493 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2438 0.8945 0.8516 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2432 0.8906 0.8453 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2470 0.8965 0.8532 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 67 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .DEWQUVF966EBMCY88YAB, for loading in git data Encountered Error: connectivity/bert_ft_qqp-68 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-68.pt Euclidean distance between 14 and 68: 20.97380256652832. Interpolating between 14 and 68 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2508 0.8867 0.8407 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2410 0.8926 0.8476 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2572 0.8906 0.8436 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3004 0.8867 0.8389 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3509 0.8848 0.8366 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3586 0.8906 0.8470 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3001 0.8887 0.8519 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2425 0.8867 0.8449 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2326 0.8945 0.8525 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 68 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .7YEL8FT4VK1KWR7RBQDL, for loading in git data Encountered Error: connectivity/bert_ft_qqp-69 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-69.pt Euclidean distance between 14 and 69: 20.983110427856445. Interpolating between 14 and 69 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2579 0.8984 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2415 0.8926 0.8476 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2631 0.8906 0.8427 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3219 0.8906 0.8427 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3936 0.8926 0.8501 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3975 0.8789 0.8465 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3157 0.8828 0.8507 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2496 0.8906 0.8549 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2349 0.8945 0.8548 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 69 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .T24YW7Y30SYKFJJXF20A, for loading in git data Encountered Error: connectivity/bert_ft_qqp-70 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-70.pt Euclidean distance between 14 and 70: 20.52031707763672. Interpolating between 14 and 70 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2453 0.9023 0.8588 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2346 0.9043 0.8635 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2462 0.9023 0.8634 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2738 0.9043 0.8707 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2946 0.8906 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2844 0.8926 0.8593 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2575 0.8906 0.8542 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2407 0.8867 0.8457 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2409 0.8965 0.8540 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 70 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .TREH6JEZ2K4WGAWFZSOW, for loading in git data Encountered Error: connectivity/bert_ft_qqp-71 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-71.pt Euclidean distance between 14 and 71: 18.70062828063965. Interpolating between 14 and 71 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2515 0.8906 0.8400 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2458 0.8965 0.8499 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2455 0.8945 0.8492 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2488 0.8906 0.8444 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2523 0.8887 0.8421 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2530 0.8887 0.8438 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2506 0.8887 0.8438 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2477 0.8887 0.8421 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2490 0.8945 0.8500 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 71 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .5NUAUPUMQ3SW31I643TS, for loading in git data Encountered Error: connectivity/bert_ft_qqp-72 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-72.pt Euclidean distance between 14 and 72: 18.7015380859375. Interpolating between 14 and 72 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2667 0.8887 0.8357 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2541 0.8887 0.8376 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2482 0.8906 0.8418 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2482 0.8926 0.8476 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2500 0.8926 0.8501 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2504 0.8906 0.8478 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2488 0.8906 0.8470 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2480 0.8906 0.8462 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2509 0.8984 0.8556 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 72 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .ABUDUDEWERG4FK4ETR8X, for loading in git data Encountered Error: connectivity/bert_ft_qqp-73 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-73.pt Euclidean distance between 14 and 73: 18.552600860595703. Interpolating between 14 and 73 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2420 0.9043 0.8612 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2344 0.9043 0.8620 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2327 0.9043 0.8643 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2352 0.9023 0.8619 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2392 0.9004 0.8595 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2418 0.8965 0.8540 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2417 0.8945 0.8508 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2419 0.8926 0.8476 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2463 0.8984 0.8547 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 73 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .2DR430L90OJ5UUGXIX28, for loading in git data Encountered Error: connectivity/bert_ft_qqp-74 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-74.pt Euclidean distance between 14 and 74: 18.935115814208984. Interpolating between 14 and 74 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2496 0.9023 0.8588 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2459 0.8965 0.8524 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2471 0.8984 0.8556 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2520 0.8926 0.8476 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2589 0.8945 0.8500 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2634 0.8926 0.8476 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2634 0.8926 0.8476 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2598 0.8965 0.8532 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2569 0.8984 0.8556 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 74 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .OBW87EQKOIS6KN2GMFNJ, for loading in git data Encountered Error: connectivity/bert_ft_qqp-75 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-75.pt Euclidean distance between 14 and 75: 18.938087463378906. Interpolating between 14 and 75 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2518 0.8984 0.8523 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2481 0.9043 0.8612 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2485 0.9004 0.8563 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2522 0.8965 0.8515 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2566 0.9043 0.8635 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2585 0.8984 0.8556 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2556 0.8945 0.8492 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2515 0.8984 0.8547 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2508 0.8965 0.8524 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 75 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .541OPT4O69864L7RAQ63, for loading in git data Encountered Error: connectivity/bert_ft_qqp-76 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-76.pt Euclidean distance between 14 and 76: 19.436002731323242. Interpolating between 14 and 76 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2426 0.9023 0.8611 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2316 0.9062 0.8674 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2325 0.9004 0.8610 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2414 0.9062 0.8717 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2496 0.8984 0.8632 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2493 0.8984 0.8632 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2431 0.8906 0.8503 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2389 0.8965 0.8556 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2430 0.8945 0.8508 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 76 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .4K80JAPTXTZT12UFZ1B8, for loading in git data Encountered Error: connectivity/bert_ft_qqp-77 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-77.pt Euclidean distance between 14 and 77: 18.738136291503906. Interpolating between 14 and 77 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2260 0.8984 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2254 0.9023 0.8619 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2286 0.9062 0.8674 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2348 0.9004 0.8610 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2409 0.8984 0.8587 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2432 0.8965 0.8564 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2425 0.9004 0.8618 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2426 0.8945 0.8516 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2471 0.8965 0.8532 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 77 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .LU8I44INHEFPOE6E823T, for loading in git data Encountered Error: connectivity/bert_ft_qqp-78 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-78.pt Euclidean distance between 14 and 78: 20.88232421875. Interpolating between 14 and 78 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2486 0.9102 0.8729 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2405 0.9062 0.8681 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2604 0.9043 0.8693 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3048 0.8965 0.8645 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3457 0.8691 0.8386 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3350 0.8594 0.8269 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2808 0.8867 0.8550 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2425 0.8945 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2370 0.8945 0.8541 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 78 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .OWQUA6YV9HJ5J83X7DK2, for loading in git data Encountered Error: connectivity/bert_ft_qqp-79 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-79.pt Euclidean distance between 14 and 79: 18.75731658935547. Interpolating between 14 and 79 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2318 0.9043 0.8643 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2325 0.9004 0.8595 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2359 0.8926 0.8501 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2405 0.8965 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2449 0.8965 0.8579 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2467 0.8926 0.8525 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2461 0.8926 0.8518 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2454 0.8945 0.8516 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2479 0.8984 0.8556 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 79 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .N3LCVBMLHX3J8H483R3J, for loading in git data Encountered Error: connectivity/bert_ft_qqp-80 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-80.pt Euclidean distance between 14 and 80: 18.79926109313965. Interpolating between 14 and 80 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2337 0.9043 0.8635 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2302 0.9023 0.8611 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2308 0.9043 0.8658 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2336 0.8984 0.8610 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2385 0.8926 0.8541 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2412 0.8906 0.8511 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2414 0.8906 0.8503 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2422 0.8926 0.8493 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2465 0.8965 0.8524 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 80 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .5LU2BJDXZBDZI1W9C1AB, for loading in git data Encountered Error: connectivity/bert_ft_qqp-81 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-81.pt Euclidean distance between 14 and 81: 18.822744369506836. Interpolating between 14 and 81 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2389 0.9102 0.8729 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2350 0.9082 0.8705 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2351 0.9062 0.8681 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2389 0.9004 0.8610 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2437 0.9004 0.8610 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2463 0.8984 0.8571 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2453 0.8984 0.8564 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2439 0.8945 0.8500 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2469 0.8926 0.8476 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 81 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .0Y3M2V3E8WQQHF76SF76, for loading in git data Encountered Error: connectivity/bert_ft_qqp-82 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-82.pt Euclidean distance between 14 and 82: 20.600975036621094. Interpolating between 14 and 82 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2358 0.9023 0.8603 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2263 0.8965 0.8524 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2376 0.8887 0.8430 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2625 0.8887 0.8464 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2804 0.8887 0.8527 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2742 0.8789 0.8402 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2561 0.8887 0.8512 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2450 0.8848 0.8418 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2454 0.8926 0.8493 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 82 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .YCVUPZK4PEDJQ11ECSZY, for loading in git data Encountered Error: connectivity/bert_ft_qqp-83 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-83.pt Euclidean distance between 14 and 83: 18.553924560546875. Interpolating between 14 and 83 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2308 0.9023 0.8603 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2276 0.9062 0.8667 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2292 0.8984 0.8579 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2342 0.8945 0.8525 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2396 0.8906 0.8486 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2419 0.8926 0.8518 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2410 0.8945 0.8525 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2405 0.8945 0.8516 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2451 0.8965 0.8532 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 83 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .U1T536JAE8QXI30F88K0, for loading in git data Encountered Error: connectivity/bert_ft_qqp-84 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-84.pt Euclidean distance between 14 and 84: 19.075958251953125. Interpolating between 14 and 84 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2325 0.8945 0.8525 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2325 0.8965 0.8564 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2359 0.8926 0.8518 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2416 0.8984 0.8610 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2470 0.9004 0.8654 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2489 0.8926 0.8541 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2476 0.8906 0.8495 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2464 0.8945 0.8516 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2494 0.8945 0.8508 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 84 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .R5PX5LUBBFDN6MUGD4Y2, for loading in git data Encountered Error: connectivity/bert_ft_qqp-85 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-85.pt Euclidean distance between 14 and 85: 18.769811630249023. Interpolating between 14 and 85 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2531 0.8945 0.8475 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2515 0.8945 0.8492 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2523 0.8984 0.8556 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2543 0.8965 0.8532 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2566 0.8906 0.8453 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2566 0.8906 0.8453 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2535 0.8926 0.8476 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2495 0.8945 0.8500 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2499 0.9004 0.8579 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 85 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .L67WSZORNDEKVQPYKGA4, for loading in git data Encountered Error: connectivity/bert_ft_qqp-86 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-86.pt Euclidean distance between 14 and 86: 19.4411563873291. Interpolating between 14 and 86 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2301 0.8887 0.8430 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2285 0.8906 0.8462 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2346 0.8906 0.8462 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2472 0.8887 0.8430 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2597 0.8945 0.8525 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2619 0.8906 0.8462 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2538 0.8867 0.8407 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2458 0.8887 0.8430 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2459 0.8965 0.8532 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 86 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .CYRVEXKYTAV23TNYEU2J, for loading in git data Encountered Error: connectivity/bert_ft_qqp-87 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-87.pt Euclidean distance between 14 and 87: 18.754240036010742. Interpolating between 14 and 87 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2473 0.8965 0.8490 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2451 0.8945 0.8500 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2464 0.8926 0.8468 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2501 0.8848 0.8357 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2539 0.8867 0.8389 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2559 0.8887 0.8403 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2546 0.8945 0.8500 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2526 0.8945 0.8500 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2532 0.9004 0.8579 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 87 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .9WL0RF4ZZ3J9WD0CRUDD, for loading in git data Encountered Error: connectivity/bert_ft_qqp-88 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-88.pt Euclidean distance between 14 and 88: 19.020004272460938. Interpolating between 14 and 88 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2210 0.9062 0.8667 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2212 0.9121 0.8767 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2259 0.9121 0.8767 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2341 0.9062 0.8696 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2422 0.9004 0.8625 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2460 0.8984 0.8610 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2448 0.8945 0.8533 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2426 0.8945 0.8516 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2454 0.8984 0.8556 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 88 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .LKR7LQJ34062UTGNSICC, for loading in git data Encountered Error: connectivity/bert_ft_qqp-89 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-89.pt Euclidean distance between 14 and 89: 18.945554733276367. Interpolating between 14 and 89 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2454 0.9043 0.8627 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2418 0.8965 0.8524 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2417 0.9004 0.8579 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2440 0.8984 0.8556 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2477 0.8984 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2497 0.8965 0.8540 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2489 0.8926 0.8468 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2474 0.8984 0.8547 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2491 0.8984 0.8556 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 89 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .89AJAKERR8OXTIBYKK4F, for loading in git data Encountered Error: connectivity/bert_ft_qqp-90 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-90.pt Euclidean distance between 14 and 90: 18.658246994018555. Interpolating between 14 and 90 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2301 0.8965 0.8507 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2251 0.9062 0.8667 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2258 0.9043 0.8650 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2305 0.9082 0.8712 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2365 0.9082 0.8712 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2403 0.9004 0.8610 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2412 0.8965 0.8548 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2426 0.8945 0.8508 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2475 0.8965 0.8532 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 90 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .R81OHS6MGFBUFO210R3D, for loading in git data Encountered Error: connectivity/bert_ft_qqp-91 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-91.pt Euclidean distance between 14 and 91: 18.50751495361328. Interpolating between 14 and 91 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2264 0.8945 0.8492 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2247 0.9004 0.8603 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2282 0.9004 0.8618 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2344 0.9004 0.8625 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2394 0.8984 0.8617 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2407 0.8945 0.8548 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2390 0.8984 0.8595 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2385 0.8926 0.8493 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2441 0.8965 0.8532 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 91 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .5BJ765ASH0RNQIW0PZGS, for loading in git data Encountered Error: connectivity/bert_ft_qqp-92 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-92.pt Euclidean distance between 14 and 92: 20.182559967041016. Interpolating between 14 and 92 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2392 0.8926 0.8442 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2285 0.8945 0.8500 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2326 0.8984 0.8579 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2469 0.9004 0.8647 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2592 0.9062 0.8750 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2587 0.9004 0.8682 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2500 0.8965 0.8616 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2428 0.8906 0.8486 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2447 0.8965 0.8540 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 92 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .1YR9J6QAJZ7EZ9Q1A8IE, for loading in git data Encountered Error: connectivity/bert_ft_qqp-93 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-93.pt Euclidean distance between 14 and 93: 19.117233276367188. Interpolating between 14 and 93 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2326 0.9004 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2307 0.8965 0.8499 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2356 0.8984 0.8556 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2445 0.8828 0.8370 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2517 0.8848 0.8418 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2520 0.8887 0.8464 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2463 0.8848 0.8401 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2426 0.8887 0.8447 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2458 0.8984 0.8564 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 93 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .O1NMMRR5EHXJ547ZPQ39, for loading in git data Encountered Error: connectivity/bert_ft_qqp-94 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-94.pt Euclidean distance between 14 and 94: 20.89303970336914. Interpolating between 14 and 94 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2572 0.8965 0.8473 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2478 0.8906 0.8382 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2654 0.8926 0.8415 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3077 0.8809 0.8222 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3543 0.8750 0.8192 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3555 0.8945 0.8556 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2937 0.8906 0.8542 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2430 0.8926 0.8533 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2348 0.8945 0.8533 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 94 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .847CB1J31RO8FY1A1VBE, for loading in git data Encountered Error: connectivity/bert_ft_qqp-95 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-95.pt Euclidean distance between 14 and 95: 18.668277740478516. Interpolating between 14 and 95 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2482 0.9062 0.8644 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2422 0.9043 0.8627 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2399 0.9023 0.8611 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2403 0.8965 0.8540 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2423 0.8926 0.8493 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2450 0.8965 0.8548 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2469 0.8945 0.8525 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2469 0.8906 0.8462 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2498 0.8965 0.8532 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 95 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .YV75UHV5QCKQA0IYYBWN, for loading in git data Encountered Error: connectivity/bert_ft_qqp-96 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-96.pt Euclidean distance between 14 and 96: 18.72498893737793. Interpolating between 14 and 96 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2561 0.8945 0.8448 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2473 0.8984 0.8531 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2438 0.8984 0.8547 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2466 0.8965 0.8540 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2526 0.8945 0.8533 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2566 0.8906 0.8478 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2562 0.8965 0.8556 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2540 0.8926 0.8485 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2538 0.8965 0.8532 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 96 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .ZW5REQAOKY5K1JF1M4RH, for loading in git data Encountered Error: connectivity/bert_ft_qqp-97 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-97.pt Euclidean distance between 14 and 97: 19.197322845458984. Interpolating between 14 and 97 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2330 0.8984 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2307 0.9043 0.8643 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2337 0.9023 0.8634 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2399 0.9023 0.8649 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2443 0.8984 0.8595 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2450 0.8965 0.8564 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2424 0.8965 0.8564 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2418 0.8867 0.8407 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2464 0.8945 0.8508 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 97 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .X3518X4U204FCX2QSSE8, for loading in git data Encountered Error: connectivity/bert_ft_qqp-98 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-98.pt Euclidean distance between 14 and 98: 18.948713302612305. Interpolating between 14 and 98 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2532 0.8965 0.8464 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2398 0.8984 0.8523 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2367 0.8984 0.8556 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2427 0.8965 0.8556 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2512 0.8926 0.8525 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2542 0.8926 0.8518 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2501 0.8887 0.8447 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2453 0.8887 0.8438 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2466 0.8984 0.8556 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 98 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .HFJYR6EBAUIH20W7E4LB, for loading in git data Encountered Error: connectivity/bert_ft_qqp-99 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-99.pt Euclidean distance between 14 and 99: 20.5920352935791. Interpolating between 14 and 99 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2399 0.8926 0.8424 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2284 0.8887 0.8376 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2374 0.8984 0.8539 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2615 0.9023 0.8641 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2828 0.9062 0.8737 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2773 0.8984 0.8653 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2541 0.8945 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2399 0.8906 0.8486 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2415 0.8926 0.8493 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2584 0.8984 0.8556 Completed interpolation from 14 to 99 Creating .G0OQVGR2Y5CESLYPB9DP, for loading in git data Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Creating .A4SBLBT9AK5QWSMHGKGT, for loading in git data Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Euclidean distance between 15 and 16: 19.54052734375. Interpolating between 15 and 16 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2194 0.9082 0.8676 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2202 0.9023 0.8603 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2298 0.9023 0.8611 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2440 0.9043 0.8650 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2515 0.9004 0.8603 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2495 0.9023 0.8626 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2435 0.8984 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2416 0.8984 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2440 0.9004 0.8587 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 16 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Creating .SGBZXB7IWNCWUO6YZKD0, for loading in git data Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Euclidean distance between 15 and 17: 21.171939849853516. Interpolating between 15 and 17 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2287 0.9023 0.8611 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2323 0.8945 0.8475 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2715 0.8945 0.8466 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3466 0.8906 0.8519 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4241 0.8340 0.8037 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3984 0.8203 0.7928 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3006 0.8770 0.8460 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2481 0.8926 0.8593 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2357 0.8965 0.8587 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 17 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Creating .48X1HIT6BM8KXYHKU0W2, for loading in git data Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Euclidean distance between 15 and 18: 18.775121688842773. Interpolating between 15 and 18 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2383 0.9062 0.8636 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2292 0.9102 0.8708 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2285 0.9043 0.8643 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2325 0.9082 0.8712 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2366 0.8984 0.8595 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2379 0.8965 0.8571 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2368 0.9023 0.8641 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2366 0.8965 0.8556 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2410 0.9004 0.8595 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 18 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Creating .MD2QE7ADW2YY4I39BDH2, for loading in git data Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Euclidean distance between 15 and 19: 18.82394027709961. Interpolating between 15 and 19 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2408 0.8984 0.8539 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2378 0.9004 0.8587 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2384 0.8984 0.8571 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2401 0.9004 0.8610 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2413 0.9023 0.8634 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2413 0.9023 0.8634 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2416 0.9004 0.8603 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2431 0.8965 0.8540 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2455 0.9004 0.8595 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 19 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Euclidean distance between 15 and 20: 19.203886032104492. Interpolating between 15 and 20 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2654 0.9062 0.8689 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2604 0.9023 0.8626 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2636 0.8984 0.8571 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2694 0.8926 0.8501 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2680 0.8887 0.8438 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2616 0.8887 0.8421 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2548 0.8926 0.8468 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2508 0.8906 0.8444 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2497 0.8965 0.8532 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 20 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-21 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-21.pt Euclidean distance between 15 and 21: 18.94257926940918. Interpolating between 15 and 21 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2474 0.8965 0.8540 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2548 0.8965 0.8556 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2732 0.8984 0.8595 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2916 0.8926 0.8533 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2961 0.8906 0.8511 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2828 0.8926 0.8533 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2686 0.8965 0.8579 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2577 0.9023 0.8649 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2516 0.8965 0.8540 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 21 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-22 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-22.pt Euclidean distance between 15 and 22: 21.20540428161621. Interpolating between 15 and 22 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2539 0.9004 0.8595 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2444 0.8984 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2732 0.8965 0.8507 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3387 0.8867 0.8324 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3940 0.8906 0.8391 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3382 0.8906 0.8495 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2626 0.8965 0.8594 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2347 0.9004 0.8647 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2347 0.8965 0.8564 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 22 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-23 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-23.pt Euclidean distance between 15 and 23: 20.841541290283203. Interpolating between 15 and 23 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2490 0.8906 0.8427 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2381 0.8848 0.8366 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2514 0.8926 0.8518 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2821 0.8867 0.8466 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2961 0.8906 0.8542 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2741 0.8887 0.8496 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2511 0.8965 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2396 0.8984 0.8595 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2403 0.8926 0.8501 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 23 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-24 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-24.pt Euclidean distance between 15 and 24: 18.87404441833496. Interpolating between 15 and 24 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2474 0.8984 0.8514 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2511 0.9023 0.8580 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2604 0.9062 0.8659 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2692 0.9023 0.8626 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2708 0.9004 0.8618 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2651 0.9023 0.8641 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2573 0.8984 0.8587 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2518 0.9023 0.8641 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2492 0.8984 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 24 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-25 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-25.pt Euclidean distance between 15 and 25: 18.903657913208008. Interpolating between 15 and 25 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2508 0.8887 0.8394 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2603 0.8926 0.8451 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2784 0.8926 0.8451 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3117 0.8965 0.8515 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3413 0.9004 0.8571 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3128 0.9023 0.8603 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2802 0.8984 0.8556 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2622 0.9004 0.8579 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2529 0.8984 0.8556 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 25 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-26 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-26.pt Euclidean distance between 15 and 26: 18.919763565063477. Interpolating between 15 and 26 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2612 0.8984 0.8523 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2470 0.9043 0.8627 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2433 0.9023 0.8626 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2459 0.9004 0.8618 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2470 0.9043 0.8665 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2457 0.9062 0.8703 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2436 0.9043 0.8672 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2429 0.9004 0.8610 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2452 0.9004 0.8595 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 26 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-27.pt Euclidean distance between 15 and 27: 19.1174373626709. Interpolating between 15 and 27 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2464 0.9004 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2337 0.9004 0.8579 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2316 0.9004 0.8603 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2358 0.9043 0.8679 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2395 0.9062 0.8730 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2393 0.9102 0.8770 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2374 0.9062 0.8710 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2375 0.9043 0.8672 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2420 0.9023 0.8626 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 27 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-28.pt Euclidean distance between 15 and 28: 18.92949867248535. Interpolating between 15 and 28 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2694 0.8926 0.8476 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2692 0.8906 0.8462 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2740 0.8926 0.8493 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2788 0.8926 0.8509 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2768 0.8965 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2686 0.8906 0.8462 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2596 0.8945 0.8525 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2536 0.8945 0.8516 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2503 0.8984 0.8564 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 28 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-29.pt Euclidean distance between 15 and 29: 18.84844207763672. Interpolating between 15 and 29 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2440 0.9023 0.8580 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2522 0.8984 0.8523 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2624 0.9004 0.8555 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2683 0.8984 0.8523 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2649 0.9004 0.8563 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2574 0.8965 0.8524 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2504 0.8965 0.8524 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2477 0.8965 0.8524 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2476 0.9004 0.8587 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 29 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-30.pt Euclidean distance between 15 and 30: 19.08805274963379. Interpolating between 15 and 30 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2470 0.9004 0.8579 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2374 0.9004 0.8595 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2359 0.9004 0.8603 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2383 0.8984 0.8587 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2404 0.9062 0.8696 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2401 0.9062 0.8710 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2383 0.8984 0.8587 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2387 0.9004 0.8610 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2425 0.9023 0.8626 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 30 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-31 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-31.pt Euclidean distance between 15 and 31: 21.158349990844727. Interpolating between 15 and 31 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2596 0.8887 0.8385 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2441 0.8867 0.8371 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2673 0.8848 0.8357 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3360 0.8887 0.8455 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4193 0.8477 0.8143 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4057 0.8281 0.8000 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3034 0.8828 0.8529 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2452 0.8945 0.8601 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2335 0.8984 0.8617 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 31 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-32 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-32.pt Euclidean distance between 15 and 32: 18.597423553466797. Interpolating between 15 and 32 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2372 0.8984 0.8564 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2347 0.8984 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2351 0.9043 0.8665 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2368 0.9023 0.8641 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2390 0.9004 0.8618 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2403 0.8984 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2410 0.8945 0.8525 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2423 0.8945 0.8516 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2449 0.8945 0.8508 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 32 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-33 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-33.pt Euclidean distance between 15 and 33: 21.089929580688477. Interpolating between 15 and 33 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2509 0.8887 0.8385 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2405 0.8965 0.8515 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2681 0.9004 0.8618 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3223 0.8828 0.8515 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3444 0.8730 0.8418 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3031 0.8887 0.8571 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2568 0.8926 0.8586 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2375 0.8965 0.8594 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2371 0.9023 0.8641 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 33 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-34.pt Euclidean distance between 15 and 34: 18.74254035949707. Interpolating between 15 and 34 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2400 0.9004 0.8563 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2341 0.9004 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2330 0.9023 0.8603 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2347 0.9043 0.8643 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2362 0.9004 0.8587 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2361 0.9023 0.8619 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2353 0.8965 0.8540 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2365 0.9004 0.8587 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2415 0.8984 0.8556 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 34 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-35.pt Euclidean distance between 15 and 35: 18.694791793823242. Interpolating between 15 and 35 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2331 0.8984 0.8556 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2332 0.8945 0.8492 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2345 0.8926 0.8468 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2360 0.8906 0.8444 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2372 0.8945 0.8508 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2376 0.8945 0.8508 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2373 0.8965 0.8548 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2381 0.8945 0.8516 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2419 0.8965 0.8532 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 35 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-36.pt Euclidean distance between 15 and 36: 18.65876007080078. Interpolating between 15 and 36 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2594 0.8984 0.8571 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2493 0.8965 0.8548 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2450 0.8965 0.8548 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2440 0.8984 0.8587 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2436 0.8984 0.8579 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2420 0.8965 0.8548 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2397 0.8984 0.8579 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2398 0.9004 0.8610 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2431 0.9004 0.8603 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 36 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-37.pt Euclidean distance between 15 and 37: 19.298494338989258. Interpolating between 15 and 37 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2482 0.8887 0.8367 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2437 0.8887 0.8376 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2471 0.8848 0.8347 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2529 0.8848 0.8366 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2552 0.8906 0.8453 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2506 0.8945 0.8516 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2456 0.8887 0.8430 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2428 0.8926 0.8476 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2445 0.8945 0.8508 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 37 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-38.pt Euclidean distance between 15 and 38: 18.58603286743164. Interpolating between 15 and 38 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2649 0.8926 0.8424 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2555 0.9023 0.8588 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2514 0.9023 0.8603 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2499 0.8926 0.8468 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2487 0.8945 0.8492 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2471 0.8984 0.8556 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2459 0.8984 0.8564 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2457 0.9004 0.8587 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2467 0.8984 0.8556 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 38 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-39.pt Euclidean distance between 15 and 39: 18.801958084106445. Interpolating between 15 and 39 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2538 0.8945 0.8439 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2527 0.8945 0.8448 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2576 0.9004 0.8563 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2644 0.8926 0.8468 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2649 0.8965 0.8524 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2562 0.8926 0.8451 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2482 0.8965 0.8515 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2450 0.8965 0.8524 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2453 0.8984 0.8556 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 39 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-40.pt Euclidean distance between 15 and 40: 19.563016891479492. Interpolating between 15 and 40 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2313 0.8984 0.8539 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2311 0.8887 0.8412 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2394 0.8906 0.8453 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2493 0.8945 0.8508 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2511 0.8906 0.8462 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2464 0.8926 0.8493 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2410 0.8965 0.8548 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2390 0.8965 0.8548 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2415 0.9023 0.8626 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 40 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-41.pt Euclidean distance between 15 and 41: 18.822927474975586. Interpolating between 15 and 41 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2456 0.8945 0.8475 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2486 0.8945 0.8492 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2558 0.8984 0.8564 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2637 0.9023 0.8611 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2627 0.9004 0.8579 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2566 0.8906 0.8436 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2502 0.8984 0.8547 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2472 0.8965 0.8524 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2475 0.8984 0.8564 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 41 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-42.pt Euclidean distance between 15 and 42: 18.782697677612305. Interpolating between 15 and 42 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2590 0.8926 0.8406 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2544 0.8887 0.8367 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2534 0.8945 0.8475 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2538 0.8906 0.8427 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2527 0.8906 0.8453 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2505 0.8926 0.8476 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2481 0.8906 0.8453 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2469 0.8965 0.8540 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2474 0.9004 0.8587 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 42 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-43.pt Euclidean distance between 15 and 43: 18.62093162536621. Interpolating between 15 and 43 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2473 0.9004 0.8522 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2367 0.9082 0.8653 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2324 0.8984 0.8531 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2320 0.9004 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2331 0.9004 0.8579 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2346 0.8965 0.8524 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2364 0.8965 0.8532 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2388 0.8926 0.8476 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2432 0.8965 0.8532 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 43 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-44 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-44.pt Euclidean distance between 15 and 44: 18.890151977539062. Interpolating between 15 and 44 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2499 0.8945 0.8457 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2416 0.8965 0.8532 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2395 0.8965 0.8548 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2415 0.8945 0.8533 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2431 0.8965 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2422 0.8965 0.8571 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2397 0.8945 0.8533 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2393 0.8984 0.8579 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2423 0.8945 0.8508 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 44 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-45 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-45.pt Euclidean distance between 15 and 45: 18.71468162536621. Interpolating between 15 and 45 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2382 0.9023 0.8603 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2299 0.9023 0.8611 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2281 0.9062 0.8681 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2296 0.9062 0.8681 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2318 0.9023 0.8634 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2327 0.9023 0.8641 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2329 0.9023 0.8641 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2346 0.8984 0.8579 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2399 0.9004 0.8595 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 45 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-46 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-46.pt Euclidean distance between 15 and 46: 18.677419662475586. Interpolating between 15 and 46 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2789 0.8848 0.8338 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2642 0.8867 0.8371 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2549 0.8926 0.8468 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2495 0.8945 0.8508 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2468 0.8965 0.8556 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2451 0.9004 0.8610 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2442 0.9004 0.8610 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2443 0.9004 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2461 0.9004 0.8595 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 46 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-47 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-47.pt Euclidean distance between 15 and 47: 20.2969913482666. Interpolating between 15 and 47 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2346 0.9023 0.8571 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2290 0.8965 0.8499 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2389 0.9004 0.8587 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2600 0.8965 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2746 0.8809 0.8399 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2675 0.8926 0.8541 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2536 0.8887 0.8480 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2454 0.8965 0.8564 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2446 0.8984 0.8579 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 47 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-48 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-48.pt Euclidean distance between 15 and 48: 18.992401123046875. Interpolating between 15 and 48 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2559 0.8965 0.8524 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2526 0.8965 0.8540 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2578 0.8984 0.8602 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2685 0.9023 0.8677 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2719 0.9004 0.8654 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2660 0.8984 0.8617 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2572 0.8965 0.8587 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2518 0.8945 0.8556 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2491 0.8984 0.8579 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 48 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-49 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-49.pt Euclidean distance between 15 and 49: 18.610315322875977. Interpolating between 15 and 49 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2573 0.8906 0.8427 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2519 0.8945 0.8508 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2497 0.8945 0.8516 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2487 0.9004 0.8610 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2484 0.8984 0.8579 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2488 0.8906 0.8478 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2478 0.8945 0.8525 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2468 0.8965 0.8540 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2474 0.8945 0.8508 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 49 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-50 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-50.pt Euclidean distance between 15 and 50: 18.51995849609375. Interpolating between 15 and 50 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2477 0.8926 0.8451 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2411 0.8945 0.8492 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2379 0.8984 0.8547 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2369 0.9004 0.8579 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2369 0.8984 0.8547 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2373 0.8984 0.8547 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2380 0.9023 0.8603 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2398 0.9023 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2436 0.9004 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 50 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-51 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-51.pt Euclidean distance between 15 and 51: 18.811908721923828. Interpolating between 15 and 51 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2367 0.9004 0.8563 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2329 0.8984 0.8547 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2342 0.9004 0.8579 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2385 0.9004 0.8595 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2420 0.8945 0.8525 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2424 0.8965 0.8564 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2413 0.8965 0.8564 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2420 0.9004 0.8610 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2443 0.9004 0.8595 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 51 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-52 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-52.pt Euclidean distance between 15 and 52: 18.864316940307617. Interpolating between 15 and 52 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2420 0.8965 0.8515 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2345 0.9023 0.8611 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2340 0.9023 0.8619 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2374 0.8984 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2403 0.8965 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2406 0.8984 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2398 0.8945 0.8533 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2406 0.8984 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2439 0.9004 0.8595 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 52 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-53 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-53.pt Euclidean distance between 15 and 53: 21.168371200561523. Interpolating between 15 and 53 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2587 0.8906 0.8418 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2488 0.8828 0.8295 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2734 0.8828 0.8276 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3286 0.8770 0.8142 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3619 0.8887 0.8328 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2949 0.8945 0.8533 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2487 0.8926 0.8533 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2344 0.8945 0.8556 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2369 0.8984 0.8587 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 53 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-54 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-54.pt Euclidean distance between 15 and 54: 18.716785430908203. Interpolating between 15 and 54 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2343 0.9062 0.8674 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2342 0.9043 0.8658 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2364 0.9023 0.8634 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2387 0.9023 0.8641 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2396 0.9004 0.8610 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2394 0.8945 0.8525 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2390 0.8945 0.8525 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2403 0.9023 0.8619 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2437 0.9043 0.8635 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 54 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-55 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-55.pt Euclidean distance between 15 and 55: 18.66606903076172. Interpolating between 15 and 55 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2412 0.9023 0.8580 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2382 0.9004 0.8555 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2375 0.8965 0.8507 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2380 0.8926 0.8468 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2383 0.8906 0.8444 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2379 0.8906 0.8444 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2373 0.8926 0.8468 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2381 0.8965 0.8532 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2420 0.8984 0.8564 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 55 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-56 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-56.pt Euclidean distance between 15 and 56: 19.17387580871582. Interpolating between 15 and 56 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2664 0.8965 0.8464 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2527 0.8984 0.8531 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2497 0.8926 0.8468 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2527 0.8906 0.8444 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2544 0.8906 0.8462 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2507 0.8965 0.8564 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2457 0.9004 0.8610 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2426 0.9004 0.8610 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2439 0.9004 0.8595 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 56 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-57 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-57.pt Euclidean distance between 15 and 57: 19.350690841674805. Interpolating between 15 and 57 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2270 0.9023 0.8603 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2252 0.9023 0.8611 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2322 0.8965 0.8548 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2420 0.8945 0.8533 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2467 0.8926 0.8501 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2445 0.8965 0.8556 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2405 0.9004 0.8603 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2401 0.9004 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2429 0.8984 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 57 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-58 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-58.pt Euclidean distance between 15 and 58: 19.037275314331055. Interpolating between 15 and 58 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2703 0.8926 0.8451 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2778 0.8984 0.8539 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2921 0.8945 0.8492 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3066 0.8965 0.8515 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3018 0.8945 0.8492 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2845 0.8945 0.8492 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2681 0.8945 0.8500 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2581 0.8965 0.8524 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2526 0.8965 0.8524 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 58 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-59 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-59.pt Euclidean distance between 15 and 59: 18.899620056152344. Interpolating between 15 and 59 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2449 0.9062 0.8659 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2371 0.9102 0.8729 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2388 0.9062 0.8681 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2440 0.9004 0.8618 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2467 0.9004 0.8618 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2456 0.9023 0.8641 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2427 0.9004 0.8610 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2419 0.8984 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2443 0.9004 0.8595 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 59 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-60 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-60.pt Euclidean distance between 15 and 60: 19.357540130615234. Interpolating between 15 and 60 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2240 0.8965 0.8515 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2300 0.8945 0.8492 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2438 0.8965 0.8524 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2559 0.8945 0.8508 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2579 0.8965 0.8540 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2524 0.8984 0.8564 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2463 0.9004 0.8595 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2443 0.8984 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2456 0.8984 0.8564 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 60 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-61 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-61.pt Euclidean distance between 15 and 61: 21.253517150878906. Interpolating between 15 and 61 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2577 0.8945 0.8448 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2473 0.8965 0.8490 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2823 0.8926 0.8442 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3642 0.8887 0.8421 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4324 0.8535 0.8166 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3652 0.8613 0.8305 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2751 0.8828 0.8485 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2398 0.8965 0.8602 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2365 0.9004 0.8633 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 61 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-62 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-62.pt Euclidean distance between 15 and 62: 18.827899932861328. Interpolating between 15 and 62 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2427 0.8984 0.8531 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2360 0.9043 0.8635 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2358 0.9043 0.8658 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2392 0.9102 0.8757 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2421 0.9082 0.8733 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2428 0.9062 0.8703 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2427 0.9004 0.8633 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2435 0.9043 0.8672 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2452 0.9023 0.8626 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 62 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-63 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-63.pt Euclidean distance between 15 and 63: 21.143796920776367. Interpolating between 15 and 63 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2362 0.9004 0.8618 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2362 0.8906 0.8462 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2735 0.8945 0.8556 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3443 0.8730 0.8418 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3798 0.8594 0.8294 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3135 0.8789 0.8450 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2591 0.8965 0.8623 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2394 0.8984 0.8617 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2384 0.8965 0.8564 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 63 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-64 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-64.pt Euclidean distance between 15 and 64: 19.3106746673584. Interpolating between 15 and 64 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2360 0.8945 0.8483 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2359 0.9004 0.8587 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2418 0.8945 0.8525 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2513 0.8906 0.8478 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2557 0.8887 0.8438 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2520 0.8867 0.8398 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2452 0.8887 0.8430 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2414 0.8945 0.8516 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2425 0.8984 0.8564 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 64 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-65 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-65.pt Euclidean distance between 15 and 65: 19.219940185546875. Interpolating between 15 and 65 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2666 0.8867 0.8352 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2514 0.8906 0.8418 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2487 0.8906 0.8427 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2524 0.8887 0.8421 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2538 0.8945 0.8508 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2497 0.8945 0.8508 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2446 0.8984 0.8579 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2429 0.8984 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2445 0.8945 0.8508 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 65 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-66 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-66.pt Euclidean distance between 15 and 66: 18.7353572845459. Interpolating between 15 and 66 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2522 0.9062 0.8652 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2469 0.8984 0.8556 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2444 0.8984 0.8564 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2445 0.8965 0.8548 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2454 0.8965 0.8548 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2452 0.8926 0.8493 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2442 0.8945 0.8516 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2436 0.8984 0.8564 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2453 0.8984 0.8564 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 66 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-67 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-67.pt Euclidean distance between 15 and 67: 19.0589599609375. Interpolating between 15 and 67 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2312 0.8926 0.8459 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2295 0.8945 0.8500 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2335 0.8984 0.8587 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2392 0.8926 0.8509 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2422 0.8926 0.8518 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2413 0.8945 0.8533 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2394 0.8984 0.8587 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2397 0.8984 0.8587 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2433 0.9004 0.8603 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 67 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-68 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-68.pt Euclidean distance between 15 and 68: 21.240163803100586. Interpolating between 15 and 68 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2508 0.8867 0.8407 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2442 0.8926 0.8468 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2664 0.8906 0.8418 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3186 0.8867 0.8352 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3698 0.8828 0.8295 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3288 0.8867 0.8424 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2590 0.8965 0.8579 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2319 0.8965 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2338 0.9004 0.8610 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 68 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-69 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-69.pt Euclidean distance between 15 and 69: 21.207386016845703. Interpolating between 15 and 69 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2579 0.8984 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2411 0.8926 0.8476 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2719 0.8945 0.8516 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3539 0.8906 0.8542 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4421 0.8359 0.8065 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3992 0.8379 0.8092 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2922 0.8887 0.8586 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2430 0.8906 0.8549 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2345 0.8984 0.8610 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 69 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-70 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-70.pt Euclidean distance between 15 and 70: 20.788543701171875. Interpolating between 15 and 70 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2453 0.9023 0.8588 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2350 0.9023 0.8603 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2454 0.9023 0.8641 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2682 0.8965 0.8594 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2762 0.8887 0.8504 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2625 0.8887 0.8496 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2467 0.8965 0.8579 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2406 0.8965 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2425 0.9023 0.8626 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 70 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-71 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-71.pt Euclidean distance between 15 and 71: 18.64822006225586. Interpolating between 15 and 71 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2515 0.8906 0.8400 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2463 0.8965 0.8499 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2463 0.8984 0.8556 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2480 0.8984 0.8556 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2484 0.8965 0.8532 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2474 0.8945 0.8516 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2458 0.8965 0.8548 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2449 0.8945 0.8516 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2460 0.8965 0.8532 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 71 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-72 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-72.pt Euclidean distance between 15 and 72: 18.886445999145508. Interpolating between 15 and 72 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2667 0.8887 0.8357 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2584 0.8887 0.8367 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2559 0.8965 0.8490 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2559 0.8965 0.8490 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2544 0.8945 0.8475 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2502 0.8926 0.8451 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2461 0.8906 0.8436 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2449 0.8926 0.8468 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2460 0.8965 0.8524 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 72 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-73 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-73.pt Euclidean distance between 15 and 73: 18.60414695739746. Interpolating between 15 and 73 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2420 0.9043 0.8612 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2345 0.9043 0.8627 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2339 0.9023 0.8611 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2365 0.9102 0.8722 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2390 0.9023 0.8619 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2398 0.9062 0.8681 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2398 0.9004 0.8603 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2411 0.8965 0.8540 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2443 0.8965 0.8532 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 73 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-74 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-74.pt Euclidean distance between 15 and 74: 18.69417953491211. Interpolating between 15 and 74 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2496 0.9023 0.8588 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2413 0.8965 0.8524 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2379 0.8965 0.8524 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2370 0.8965 0.8532 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2375 0.8945 0.8508 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2380 0.8984 0.8579 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2385 0.8984 0.8579 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2399 0.8965 0.8540 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2435 0.9004 0.8587 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 74 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-75 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-75.pt Euclidean distance between 15 and 75: 18.637479782104492. Interpolating between 15 and 75 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2518 0.8984 0.8523 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2452 0.9082 0.8676 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2421 0.9121 0.8739 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2409 0.9102 0.8722 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2412 0.9082 0.8698 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2426 0.9023 0.8619 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2430 0.8984 0.8564 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2439 0.8984 0.8564 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2460 0.9004 0.8587 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 75 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-76 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-76.pt Euclidean distance between 15 and 76: 19.77400779724121. Interpolating between 15 and 76 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2426 0.9023 0.8611 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2380 0.9062 0.8674 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2464 0.9004 0.8618 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2586 0.8984 0.8617 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2621 0.9043 0.8693 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2555 0.9004 0.8640 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2479 0.8965 0.8579 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2437 0.8965 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2453 0.8984 0.8579 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 76 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-77 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-77.pt Euclidean distance between 15 and 77: 19.07740020751953. Interpolating between 15 and 77 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2260 0.8984 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2312 0.9023 0.8611 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2401 0.8945 0.8508 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2498 0.8926 0.8493 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2550 0.8965 0.8540 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2524 0.8945 0.8508 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2475 0.8945 0.8508 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2451 0.8984 0.8564 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2460 0.8984 0.8556 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 77 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-78 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-78.pt Euclidean distance between 15 and 78: 21.194812774658203. Interpolating between 15 and 78 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2486 0.9102 0.8729 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2413 0.9082 0.8705 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2681 0.9043 0.8679 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3250 0.8848 0.8506 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3498 0.8555 0.8213 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3031 0.8750 0.8400 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2578 0.8906 0.8557 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2415 0.8984 0.8617 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2404 0.9004 0.8618 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 78 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-79 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-79.pt Euclidean distance between 15 and 79: 18.629972457885742. Interpolating between 15 and 79 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2318 0.9043 0.8643 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2307 0.9023 0.8634 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2325 0.9023 0.8641 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2357 0.9023 0.8641 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2380 0.9004 0.8625 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2391 0.9004 0.8625 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2395 0.8984 0.8595 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2406 0.8965 0.8564 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2434 0.9004 0.8603 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 79 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-80 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-80.pt Euclidean distance between 15 and 80: 18.810461044311523. Interpolating between 15 and 80 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2337 0.9043 0.8635 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2366 0.9043 0.8643 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2461 0.9043 0.8650 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2607 0.9043 0.8650 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2658 0.9023 0.8619 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2603 0.8984 0.8564 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2530 0.8965 0.8540 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2488 0.8984 0.8564 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2478 0.8984 0.8564 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 80 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-81 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-81.pt Euclidean distance between 15 and 81: 18.7103271484375. Interpolating between 15 and 81 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2389 0.9102 0.8729 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2354 0.9121 0.8767 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2360 0.9062 0.8696 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2382 0.9043 0.8672 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2401 0.9023 0.8649 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2399 0.9004 0.8625 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2393 0.9023 0.8649 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2402 0.8965 0.8548 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2436 0.9004 0.8595 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 81 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-82 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-82.pt Euclidean distance between 15 and 82: 20.896848678588867. Interpolating between 15 and 82 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2358 0.9023 0.8603 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2275 0.8945 0.8508 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2448 0.8965 0.8571 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2778 0.8906 0.8557 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2942 0.8730 0.8346 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2780 0.8770 0.8380 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2553 0.8945 0.8586 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2441 0.8984 0.8617 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2429 0.8984 0.8579 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 82 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-83 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-83.pt Euclidean distance between 15 and 83: 18.649181365966797. Interpolating between 15 and 83 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2308 0.9023 0.8603 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2316 0.9023 0.8603 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2345 0.9004 0.8571 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2385 0.8984 0.8539 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2413 0.9023 0.8596 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2426 0.9043 0.8627 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2429 0.9062 0.8659 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2441 0.9043 0.8635 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2464 0.8984 0.8556 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 83 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-84 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-84.pt Euclidean distance between 15 and 84: 19.437252044677734. Interpolating between 15 and 84 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2325 0.8945 0.8525 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2362 0.8945 0.8541 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2453 0.8906 0.8503 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2568 0.8906 0.8495 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2624 0.8867 0.8415 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2578 0.8906 0.8462 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2503 0.8945 0.8508 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2458 0.8945 0.8508 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2451 0.8984 0.8564 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 84 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-85 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-85.pt Euclidean distance between 15 and 85: 18.669532775878906. Interpolating between 15 and 85 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2531 0.8945 0.8475 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2479 0.8945 0.8492 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2463 0.8984 0.8564 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2459 0.9004 0.8587 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2453 0.9004 0.8595 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2436 0.9004 0.8595 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2427 0.8984 0.8564 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2433 0.9004 0.8595 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2457 0.8965 0.8540 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 85 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-86 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-86.pt Euclidean distance between 15 and 86: 19.585786819458008. Interpolating between 15 and 86 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2301 0.8887 0.8430 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2265 0.8887 0.8447 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2332 0.8906 0.8486 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2454 0.8984 0.8632 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2525 0.8926 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2486 0.8906 0.8542 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2414 0.8965 0.8594 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2383 0.8926 0.8518 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2411 0.8984 0.8579 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 86 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-87 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-87.pt Euclidean distance between 15 and 87: 18.75916290283203. Interpolating between 15 and 87 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2473 0.8965 0.8490 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2411 0.9004 0.8579 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2398 0.8984 0.8556 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2407 0.8965 0.8532 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2414 0.8965 0.8532 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2409 0.8984 0.8564 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2403 0.9004 0.8595 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2411 0.8984 0.8556 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2441 0.8984 0.8556 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 87 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-88 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-88.pt Euclidean distance between 15 and 88: 18.959339141845703. Interpolating between 15 and 88 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2210 0.9062 0.8667 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2233 0.9121 0.8774 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2288 0.9141 0.8804 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2346 0.9102 0.8763 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2379 0.9082 0.8740 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2388 0.9023 0.8656 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2391 0.9023 0.8641 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2408 0.9023 0.8634 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2441 0.8984 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 88 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-89 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-89.pt Euclidean distance between 15 and 89: 18.700363159179688. Interpolating between 15 and 89 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2454 0.9043 0.8627 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2422 0.9023 0.8626 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2417 0.9004 0.8610 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2421 0.8984 0.8595 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2418 0.8945 0.8548 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2421 0.8965 0.8571 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2419 0.9023 0.8641 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2423 0.9023 0.8626 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2449 0.9023 0.8626 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 89 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-90 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-90.pt Euclidean distance between 15 and 90: 18.700712203979492. Interpolating between 15 and 90 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2301 0.8965 0.8507 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2246 0.9043 0.8643 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2256 0.9043 0.8658 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2301 0.9043 0.8672 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2335 0.9062 0.8696 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2338 0.9023 0.8641 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2331 0.8984 0.8587 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2345 0.8984 0.8579 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2399 0.9004 0.8595 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 90 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-91 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-91.pt Euclidean distance between 15 and 91: 18.739721298217773. Interpolating between 15 and 91 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2264 0.8945 0.8492 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2283 0.9004 0.8595 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2336 0.9023 0.8634 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2404 0.9043 0.8658 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2442 0.9062 0.8689 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2456 0.9043 0.8658 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2436 0.9043 0.8658 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2433 0.9004 0.8595 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2455 0.8984 0.8556 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 91 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-92 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-92.pt Euclidean distance between 15 and 92: 20.50506019592285. Interpolating between 15 and 92 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2392 0.8926 0.8442 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2315 0.8965 0.8540 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2427 0.9004 0.8625 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2672 0.8965 0.8594 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2784 0.8945 0.8586 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2685 0.8965 0.8594 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2532 0.9004 0.8625 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2439 0.8984 0.8587 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2432 0.8984 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 92 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-93 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-93.pt Euclidean distance between 15 and 93: 19.3931884765625. Interpolating between 15 and 93 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2326 0.9004 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2442 0.8984 0.8523 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2619 0.8984 0.8547 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2785 0.8965 0.8515 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2795 0.8984 0.8556 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2686 0.9004 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2573 0.9004 0.8595 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2504 0.8965 0.8540 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2484 0.9004 0.8595 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 93 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-94 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-94.pt Euclidean distance between 15 and 94: 21.118539810180664. Interpolating between 15 and 94 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2572 0.8965 0.8473 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2484 0.8906 0.8382 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2725 0.8906 0.8400 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3254 0.8906 0.8444 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3584 0.8867 0.8482 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3166 0.8770 0.8405 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2642 0.8848 0.8475 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2387 0.8965 0.8602 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2370 0.9004 0.8618 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 94 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-95 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-95.pt Euclidean distance between 15 and 95: 18.716503143310547. Interpolating between 15 and 95 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2482 0.9062 0.8644 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2462 0.9043 0.8627 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2472 0.9023 0.8603 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2478 0.9004 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2467 0.8984 0.8539 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2460 0.8984 0.8539 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2452 0.8965 0.8524 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2441 0.9004 0.8579 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2453 0.8984 0.8556 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 95 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-96 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-96.pt Euclidean distance between 15 and 96: 18.9377498626709. Interpolating between 15 and 96 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2561 0.8945 0.8448 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2613 0.8926 0.8424 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2740 0.8926 0.8424 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2919 0.8945 0.8457 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2919 0.8945 0.8466 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2756 0.8965 0.8490 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2621 0.9004 0.8563 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2544 0.9023 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2503 0.9004 0.8579 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 96 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-97 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-97.pt Euclidean distance between 15 and 97: 19.530513763427734. Interpolating between 15 and 97 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2330 0.8984 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2301 0.9043 0.8635 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2361 0.9004 0.8595 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2443 0.9004 0.8603 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2466 0.9004 0.8603 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2434 0.9023 0.8634 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2397 0.9023 0.8634 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2392 0.9043 0.8650 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2425 0.8984 0.8564 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 97 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-98 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-98.pt Euclidean distance between 15 and 98: 18.8456974029541. Interpolating between 15 and 98 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2532 0.8965 0.8464 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2406 0.8984 0.8531 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2354 0.9043 0.8627 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2353 0.9004 0.8603 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2372 0.8965 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2383 0.9004 0.8633 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2389 0.8945 0.8541 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2399 0.8965 0.8556 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2433 0.9004 0.8603 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 98 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-99 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-99.pt Euclidean distance between 15 and 99: 20.916912078857422. Interpolating between 15 and 99 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2399 0.8926 0.8424 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2293 0.8926 0.8442 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2444 0.8965 0.8532 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2796 0.8984 0.8624 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2967 0.8945 0.8594 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2749 0.9004 0.8668 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2510 0.8965 0.8579 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2415 0.9023 0.8649 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2419 0.8984 0.8579 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2500 0.8984 0.8547 Completed interpolation from 15 to 99 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Euclidean distance between 16 and 17: 20.52902603149414. Interpolating between 16 and 17 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2287 0.9023 0.8611 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2299 0.8984 0.8531 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2552 0.8945 0.8448 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3051 0.8945 0.8457 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3657 0.8926 0.8485 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3764 0.8906 0.8593 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3124 0.8828 0.8529 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2438 0.9043 0.8734 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2129 0.9121 0.8780 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 17 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Euclidean distance between 16 and 18: 19.391210556030273. Interpolating between 16 and 18 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2383 0.9062 0.8636 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2292 0.9102 0.8708 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2285 0.9062 0.8644 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2353 0.9004 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2449 0.9062 0.8659 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2482 0.9004 0.8571 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2398 0.9023 0.8596 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2276 0.9023 0.8596 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2196 0.9023 0.8596 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 18 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Euclidean distance between 16 and 19: 19.461252212524414. Interpolating between 16 and 19 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2408 0.8984 0.8539 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2348 0.9023 0.8611 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2336 0.8984 0.8556 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2366 0.9023 0.8626 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2402 0.9023 0.8634 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2400 0.9023 0.8626 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2338 0.9004 0.8595 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2244 0.8984 0.8556 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2181 0.9023 0.8603 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 19 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Euclidean distance between 16 and 20: 18.9605770111084. Interpolating between 16 and 20 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2654 0.9062 0.8689 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2512 0.9043 0.8665 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2470 0.9023 0.8649 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2510 0.8984 0.8602 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2555 0.8965 0.8579 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2517 0.9004 0.8625 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2394 0.9023 0.8649 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2266 0.9023 0.8611 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2191 0.9043 0.8627 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 20 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-21 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-21.pt Euclidean distance between 16 and 21: 19.504100799560547. Interpolating between 16 and 21 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2474 0.8965 0.8540 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2419 0.8926 0.8493 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2395 0.8887 0.8455 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2410 0.8926 0.8525 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2459 0.8984 0.8610 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2472 0.8984 0.8610 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2389 0.9043 0.8686 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2264 0.9023 0.8626 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2177 0.9062 0.8667 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 21 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-22 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-22.pt Euclidean distance between 16 and 22: 20.45903778076172. Interpolating between 16 and 22 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2539 0.9004 0.8595 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2418 0.8965 0.8540 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2498 0.8984 0.8579 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2753 0.8984 0.8587 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3071 0.8984 0.8639 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3119 0.8965 0.8651 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2733 0.8984 0.8673 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2300 0.9199 0.8912 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2122 0.9102 0.8743 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 22 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-23 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-23.pt Euclidean distance between 16 and 23: 19.905824661254883. Interpolating between 16 and 23 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2490 0.8906 0.8427 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2357 0.8906 0.8453 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2403 0.8965 0.8556 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2591 0.9004 0.8654 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2754 0.9023 0.8684 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2702 0.8984 0.8624 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2467 0.9004 0.8647 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2243 0.9082 0.8719 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2148 0.9082 0.8698 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 23 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-24 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-24.pt Euclidean distance between 16 and 24: 19.586441040039062. Interpolating between 16 and 24 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2474 0.8984 0.8514 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2420 0.8984 0.8523 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2423 0.9004 0.8571 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2471 0.8965 0.8532 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2522 0.8984 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2514 0.8926 0.8493 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2419 0.8965 0.8540 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2283 0.9043 0.8643 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2190 0.9043 0.8635 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 24 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-25 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-25.pt Euclidean distance between 16 and 25: 19.294918060302734. Interpolating between 16 and 25 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2508 0.8887 0.8394 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2453 0.8906 0.8418 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2434 0.8906 0.8427 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2424 0.8926 0.8485 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2421 0.8965 0.8556 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2403 0.8984 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2330 0.9004 0.8603 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2228 0.9102 0.8722 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2161 0.9082 0.8691 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 25 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-26 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-26.pt Euclidean distance between 16 and 26: 19.364137649536133. Interpolating between 16 and 26 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2612 0.8984 0.8523 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2453 0.9004 0.8563 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2405 0.8984 0.8556 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2435 0.8945 0.8533 [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 0.2457 0.8965 0.8556 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2361 0.9062 0.8674 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2257 0.9043 0.8627 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2194 0.9043 0.8627 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 26 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-27.pt Euclidean distance between 16 and 27: 19.466169357299805. Interpolating between 16 and 27 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2464 0.9004 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2369 0.9004 0.8555 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2350 0.9062 0.8652 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2398 0.9004 0.8579 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2467 0.9004 0.8571 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2480 0.9023 0.8611 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2395 0.9004 0.8579 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2279 0.9062 0.8659 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2199 0.9023 0.8603 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 27 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-28.pt Euclidean distance between 16 and 28: 19.11211395263672. Interpolating between 16 and 28 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2694 0.8926 0.8476 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2563 0.8945 0.8508 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2490 0.8945 0.8516 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2463 0.8965 0.8556 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2457 0.8945 0.8533 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2425 0.8984 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2342 0.8984 0.8579 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2243 0.9023 0.8611 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2181 0.9062 0.8667 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 28 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-29.pt Euclidean distance between 16 and 29: 19.22553825378418. Interpolating between 16 and 29 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2440 0.9023 0.8580 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2404 0.9004 0.8587 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2418 0.9043 0.8650 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2466 0.9043 0.8658 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2500 0.9023 0.8634 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2459 0.9023 0.8626 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2359 0.9043 0.8620 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2256 0.9004 0.8563 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2193 0.9043 0.8627 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 29 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-30.pt Euclidean distance between 16 and 30: 19.46413230895996. Interpolating between 16 and 30 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2470 0.9004 0.8579 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2401 0.9082 0.8691 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2400 0.9062 0.8659 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2457 0.9023 0.8603 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2530 0.9004 0.8563 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2533 0.9004 0.8555 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2439 0.8984 0.8539 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2314 0.9004 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2226 0.9043 0.8620 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 30 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-31 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-31.pt Euclidean distance between 16 and 31: 20.461532592773438. Interpolating between 16 and 31 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2596 0.8887 0.8385 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2469 0.8848 0.8319 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2566 0.8828 0.8295 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2898 0.8848 0.8319 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3353 0.8926 0.8459 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3491 0.9082 0.8760 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3016 0.9004 0.8709 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2426 0.9082 0.8773 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2135 0.9102 0.8750 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 31 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-32 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-32.pt Euclidean distance between 16 and 32: 19.28644371032715. Interpolating between 16 and 32 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2372 0.8984 0.8564 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2312 0.8965 0.8540 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2307 0.8984 0.8587 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2334 0.8984 0.8587 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2385 0.8984 0.8587 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2394 0.9004 0.8603 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2337 0.9023 0.8619 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2250 0.9004 0.8579 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2193 0.9043 0.8627 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 32 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-33 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-33.pt Euclidean distance between 16 and 33: 20.168445587158203. Interpolating between 16 and 33 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2509 0.8887 0.8385 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2370 0.8926 0.8451 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2448 0.8945 0.8508 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2668 0.9082 0.8747 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2862 0.9004 0.8682 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2814 0.9062 0.8769 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2536 0.9062 0.8763 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2250 0.9160 0.8853 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2127 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 33 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-34.pt Euclidean distance between 16 and 34: 19.270448684692383. Interpolating between 16 and 34 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2400 0.9004 0.8563 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2340 0.9004 0.8579 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2340 0.8965 0.8532 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2386 0.8926 0.8485 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2452 0.8984 0.8579 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2470 0.9004 0.8603 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2401 0.9023 0.8611 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2291 0.9023 0.8596 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2213 0.9023 0.8596 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 34 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-35.pt Euclidean distance between 16 and 35: 19.282989501953125. Interpolating between 16 and 35 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2331 0.8984 0.8556 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2305 0.8984 0.8547 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2304 0.8926 0.8468 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2324 0.8945 0.8500 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2349 0.8984 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2353 0.9004 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2323 0.9062 0.8667 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2255 0.9023 0.8596 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2199 0.9062 0.8652 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 35 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-36.pt Euclidean distance between 16 and 36: 19.300928115844727. Interpolating between 16 and 36 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2594 0.8984 0.8571 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2520 0.8965 0.8556 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2507 0.8984 0.8595 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2540 0.9004 0.8618 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2585 0.8984 0.8595 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2579 0.8945 0.8541 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2468 0.8984 0.8579 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2322 0.9043 0.8643 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2221 0.9043 0.8635 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 36 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-37.pt Euclidean distance between 16 and 37: 19.20884132385254. Interpolating between 16 and 37 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2482 0.8887 0.8367 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2423 0.8906 0.8409 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2423 0.8926 0.8459 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2463 0.8906 0.8462 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2503 0.8984 0.8579 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2478 0.9023 0.8634 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2380 0.9004 0.8595 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2270 0.9043 0.8643 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2204 0.9062 0.8667 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 37 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-38.pt Euclidean distance between 16 and 38: 19.534751892089844. Interpolating between 16 and 38 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2649 0.8926 0.8424 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2502 0.9062 0.8667 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2455 0.9062 0.8681 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2473 0.9023 0.8634 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2506 0.8984 0.8579 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2503 0.8984 0.8571 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2416 0.8984 0.8564 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2293 0.9043 0.8635 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2202 0.9043 0.8627 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 38 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-39.pt Euclidean distance between 16 and 39: 19.18031120300293. Interpolating between 16 and 39 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2538 0.8945 0.8439 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2437 0.8965 0.8490 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2385 0.9004 0.8571 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2376 0.9023 0.8611 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2385 0.9023 0.8619 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2369 0.9043 0.8650 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2300 0.9023 0.8619 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2218 0.8984 0.8547 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2169 0.9043 0.8627 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 39 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-40.pt Euclidean distance between 16 and 40: 19.170896530151367. Interpolating between 16 and 40 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2313 0.8984 0.8539 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2280 0.8945 0.8492 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2346 0.8945 0.8508 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2478 0.8965 0.8548 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2567 0.9004 0.8595 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2517 0.9004 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2377 0.9043 0.8635 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2251 0.9043 0.8635 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2194 0.9082 0.8683 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 40 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-41.pt Euclidean distance between 16 and 41: 19.14401626586914. Interpolating between 16 and 41 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2456 0.8945 0.8475 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2409 0.8984 0.8564 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2419 0.8984 0.8587 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2451 0.9004 0.8625 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2472 0.8965 0.8609 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2429 0.9004 0.8647 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2326 0.9121 0.8787 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2222 0.9062 0.8674 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2172 0.9062 0.8667 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 41 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-42.pt Euclidean distance between 16 and 42: 19.53436851501465. Interpolating between 16 and 42 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2590 0.8926 0.8406 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2510 0.8887 0.8367 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2488 0.8867 0.8352 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2521 0.8828 0.8315 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2567 0.8887 0.8403 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2555 0.8867 0.8389 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2456 0.8984 0.8547 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2322 0.9004 0.8563 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2220 0.9023 0.8596 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 42 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-43.pt Euclidean distance between 16 and 43: 19.389684677124023. Interpolating between 16 and 43 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2473 0.9004 0.8522 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2381 0.8984 0.8488 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2354 0.9023 0.8588 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2377 0.8984 0.8531 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2416 0.9004 0.8563 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2427 0.9004 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2378 0.9023 0.8611 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2280 0.9043 0.8627 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2202 0.9023 0.8596 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 43 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-44 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-44.pt Euclidean distance between 16 and 44: 19.416118621826172. Interpolating between 16 and 44 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2499 0.8945 0.8457 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2429 0.8945 0.8475 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2417 0.8965 0.8515 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2466 0.9004 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2539 0.8984 0.8547 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2555 0.8984 0.8539 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2468 0.8965 0.8507 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2326 0.8984 0.8531 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2216 0.9004 0.8563 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 44 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-45 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-45.pt Euclidean distance between 16 and 45: 19.256696701049805. Interpolating between 16 and 45 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2382 0.9023 0.8603 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2295 0.9062 0.8674 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2276 0.9062 0.8696 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2300 0.9004 0.8625 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2332 0.8965 0.8579 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2324 0.9043 0.8672 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2265 0.9062 0.8689 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2199 0.9082 0.8691 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2170 0.9043 0.8620 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 45 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-46 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-46.pt Euclidean distance between 16 and 46: 19.599496841430664. Interpolating between 16 and 46 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2789 0.8848 0.8338 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2675 0.8887 0.8394 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2626 0.8906 0.8427 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2645 0.8887 0.8403 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2705 0.8887 0.8403 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2727 0.8945 0.8500 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2597 0.8965 0.8524 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2397 0.8984 0.8547 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2246 0.8984 0.8539 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 46 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-47 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-47.pt Euclidean distance between 16 and 47: 19.23925018310547. Interpolating between 16 and 47 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2346 0.9023 0.8571 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2257 0.9043 0.8612 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2262 0.8984 0.8539 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2329 0.8984 0.8556 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2397 0.9023 0.8611 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2395 0.9043 0.8650 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2312 0.9043 0.8658 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2211 0.9062 0.8681 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2162 0.9062 0.8667 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 47 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-48 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-48.pt Euclidean distance between 16 and 48: 19.52919578552246. Interpolating between 16 and 48 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2559 0.8965 0.8524 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2476 0.8965 0.8524 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2463 0.8945 0.8500 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2523 0.8965 0.8524 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2589 0.8965 0.8532 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2568 0.8984 0.8564 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2439 0.8965 0.8532 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2288 0.9004 0.8579 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2192 0.9004 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 48 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-49 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-49.pt Euclidean distance between 16 and 49: 19.45498275756836. Interpolating between 16 and 49 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2573 0.8906 0.8427 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2502 0.8945 0.8508 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2482 0.8945 0.8508 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2506 0.8887 0.8438 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2550 0.8887 0.8438 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2558 0.8984 0.8564 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2469 0.9004 0.8587 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2326 0.9023 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2214 0.9043 0.8627 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 49 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-50 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-50.pt Euclidean distance between 16 and 50: 19.487274169921875. Interpolating between 16 and 50 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2477 0.8926 0.8451 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2419 0.8926 0.8468 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2397 0.8906 0.8453 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2426 0.8926 0.8501 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2479 0.8945 0.8533 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2490 0.8984 0.8579 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2413 0.9062 0.8674 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2298 0.9082 0.8698 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2212 0.9043 0.8627 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 50 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-51 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-51.pt Euclidean distance between 16 and 51: 19.562467575073242. Interpolating between 16 and 51 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2367 0.9004 0.8563 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2309 0.8984 0.8539 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2316 0.9023 0.8611 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2392 0.8984 0.8556 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2505 0.9004 0.8587 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2556 0.8906 0.8436 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2456 0.8965 0.8515 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2307 0.8984 0.8539 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2205 0.9004 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 51 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-52 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-52.pt Euclidean distance between 16 and 52: 19.31658172607422. Interpolating between 16 and 52 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2420 0.8965 0.8515 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2356 0.9004 0.8579 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2352 0.8945 0.8483 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2395 0.8945 0.8475 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2449 0.8926 0.8451 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2448 0.8965 0.8515 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2372 0.9004 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2275 0.9023 0.8596 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2205 0.9023 0.8596 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 52 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-53 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-53.pt Euclidean distance between 16 and 53: 20.367401123046875. Interpolating between 16 and 53 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2587 0.8906 0.8418 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2450 0.8965 0.8524 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2515 0.8965 0.8548 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2750 0.8945 0.8533 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2988 0.9004 0.8654 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2956 0.9023 0.8705 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2609 0.9062 0.8743 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2255 0.9082 0.8733 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2114 0.9121 0.8760 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 53 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-54 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-54.pt Euclidean distance between 16 and 54: 19.301761627197266. Interpolating between 16 and 54 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2343 0.9062 0.8674 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2314 0.9062 0.8689 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2341 0.9023 0.8656 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2409 0.9004 0.8640 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2476 0.8965 0.8587 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2473 0.9004 0.8640 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2378 0.9023 0.8663 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2260 0.9082 0.8705 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2186 0.9043 0.8635 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 54 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-55 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-55.pt Euclidean distance between 16 and 55: 19.445783615112305. Interpolating between 16 and 55 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2412 0.9023 0.8580 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2395 0.9004 0.8555 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2401 0.9023 0.8603 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2432 0.8984 0.8547 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2469 0.8984 0.8547 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2460 0.8984 0.8547 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2386 0.9004 0.8563 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2288 0.8984 0.8539 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2211 0.8984 0.8539 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 55 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-56 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-56.pt Euclidean distance between 16 and 56: 19.07849884033203. Interpolating between 16 and 56 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2664 0.8965 0.8464 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2538 0.8965 0.8481 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2468 0.8906 0.8409 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2443 0.8965 0.8515 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2434 0.8965 0.8524 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2401 0.8984 0.8547 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2326 0.9004 0.8579 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2244 0.9023 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2190 0.9062 0.8652 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 56 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-57 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-57.pt Euclidean distance between 16 and 57: 19.378398895263672. Interpolating between 16 and 57 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2270 0.9023 0.8603 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2237 0.9062 0.8667 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2285 0.9004 0.8603 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2390 0.8984 0.8587 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2466 0.9004 0.8625 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2448 0.9023 0.8626 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2347 0.9023 0.8611 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2243 0.9004 0.8579 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2186 0.9023 0.8603 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 57 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-58 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-58.pt Euclidean distance between 16 and 58: 19.208297729492188. Interpolating between 16 and 58 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2703 0.8926 0.8451 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2628 0.8926 0.8468 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2587 0.9004 0.8587 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2566 0.8965 0.8540 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2538 0.8984 0.8579 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2481 0.9043 0.8650 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2378 0.9004 0.8603 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2276 0.9043 0.8635 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2205 0.9023 0.8603 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 58 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-59 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-59.pt Euclidean distance between 16 and 59: 19.390743255615234. Interpolating between 16 and 59 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2449 0.9062 0.8659 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2389 0.9062 0.8667 [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 0.2451 0.8984 0.8564 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2524 0.8926 0.8485 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2528 0.8945 0.8508 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2419 0.9023 0.8611 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2296 0.9023 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2212 0.9023 0.8596 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 59 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-60 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-60.pt Euclidean distance between 16 and 60: 19.08787727355957. Interpolating between 16 and 60 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2240 0.8965 0.8515 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2227 0.8965 0.8524 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2257 0.8984 0.8556 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2316 0.8984 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2358 0.8945 0.8525 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2351 0.9004 0.8603 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2292 0.9004 0.8595 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2224 0.9043 0.8635 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2187 0.9082 0.8691 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 60 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-61 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-61.pt Euclidean distance between 16 and 61: 20.487472534179688. Interpolating between 16 and 61 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2577 0.8945 0.8448 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2440 0.8965 0.8507 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2532 0.9004 0.8595 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2837 0.8848 0.8451 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3193 0.8730 0.8403 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3234 0.8652 0.8353 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2811 0.8770 0.8467 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2335 0.9102 0.8808 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2126 0.9180 0.8859 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 61 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-62 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-62.pt Euclidean distance between 16 and 62: 19.52678680419922. Interpolating between 16 and 62 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2427 0.8984 0.8531 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2320 0.9004 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2290 0.9043 0.8643 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2335 0.9062 0.8674 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2404 0.9004 0.8603 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2422 0.8984 0.8571 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2355 0.9043 0.8635 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2249 0.9043 0.8635 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2178 0.9062 0.8667 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 62 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-63 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-63.pt Euclidean distance between 16 and 63: 20.158676147460938. Interpolating between 16 and 63 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2362 0.9004 0.8618 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2315 0.8945 0.8533 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2439 0.9004 0.8633 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2693 0.9004 0.8682 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2910 0.9004 0.8715 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2860 0.9004 0.8722 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2558 0.9141 0.8854 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2261 0.9102 0.8763 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2137 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 63 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-64 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-64.pt Euclidean distance between 16 and 64: 18.902118682861328. Interpolating between 16 and 64 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2360 0.8945 0.8483 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2315 0.8926 0.8442 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2321 0.8906 0.8436 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2368 0.8945 0.8508 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2403 0.8984 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2382 0.8965 0.8548 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2304 0.9004 0.8603 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2218 0.9062 0.8674 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2173 0.9082 0.8691 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 64 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-65 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-65.pt Euclidean distance between 16 and 65: 19.119544982910156. Interpolating between 16 and 65 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2666 0.8867 0.8352 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2543 0.8906 0.8409 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2491 0.8906 0.8418 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2499 0.8945 0.8483 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2517 0.8945 0.8483 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2478 0.8984 0.8547 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2390 0.8945 0.8492 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2294 0.8984 0.8547 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2222 0.9043 0.8635 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 65 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-66 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-66.pt Euclidean distance between 16 and 66: 19.300113677978516. Interpolating between 16 and 66 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2522 0.9062 0.8652 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2455 0.8984 0.8579 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2428 0.8926 0.8493 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2439 0.8945 0.8516 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2451 0.8965 0.8540 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2420 0.9023 0.8626 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2350 0.9062 0.8667 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2261 0.9043 0.8635 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2199 0.9043 0.8627 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 66 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-67 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-67.pt Euclidean distance between 16 and 67: 19.1809139251709. Interpolating between 16 and 67 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2312 0.8926 0.8459 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2288 0.8945 0.8500 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2310 0.8945 0.8508 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2368 0.8984 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2425 0.8984 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2424 0.9023 0.8611 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2350 0.9004 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2255 0.9004 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2190 0.9023 0.8603 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 67 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-68 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-68.pt Euclidean distance between 16 and 68: 20.443857192993164. Interpolating between 16 and 68 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2508 0.8867 0.8407 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2404 0.8945 0.8500 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2499 0.8965 0.8548 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2790 0.8965 0.8594 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3148 0.8965 0.8623 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3224 0.8926 0.8615 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2833 0.8945 0.8629 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2339 0.9160 0.8859 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2114 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 68 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-69 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-69.pt Euclidean distance between 16 and 69: 20.399152755737305. Interpolating between 16 and 69 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2579 0.8984 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2409 0.8926 0.8468 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2480 0.8906 0.8444 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2774 0.9004 0.8595 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3138 0.9043 0.8686 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3185 0.8965 0.8645 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2784 0.9062 0.8782 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2332 0.9141 0.8836 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2119 0.9141 0.8804 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 69 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-70 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-70.pt Euclidean distance between 16 and 70: 19.888242721557617. Interpolating between 16 and 70 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2453 0.9023 0.8588 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2319 0.9023 0.8611 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2379 0.9082 0.8733 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2568 0.9121 0.8813 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2721 0.9023 0.8711 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2672 0.9023 0.8711 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2457 0.9082 0.8766 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2248 0.9082 0.8733 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2153 0.9062 0.8674 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 70 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-71 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-71.pt Euclidean distance between 16 and 71: 19.302507400512695. Interpolating between 16 and 71 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2515 0.8906 0.8400 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2449 0.8965 0.8499 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2432 0.8945 0.8483 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2455 0.8965 0.8540 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2483 0.8945 0.8525 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2470 0.8984 0.8571 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2396 0.9004 0.8587 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2291 0.9023 0.8611 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2212 0.9023 0.8596 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 71 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-72 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-72.pt Euclidean distance between 16 and 72: 19.08511734008789. Interpolating between 16 and 72 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2667 0.8887 0.8357 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2532 0.8926 0.8424 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2471 0.8926 0.8451 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2467 0.8926 0.8459 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2465 0.9004 0.8595 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2428 0.9062 0.8674 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2349 0.9121 0.8760 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2265 0.9082 0.8691 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2207 0.9102 0.8715 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 72 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-73 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-73.pt Euclidean distance between 16 and 73: 19.31191635131836. Interpolating between 16 and 73 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2420 0.9043 0.8612 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2346 0.9062 0.8659 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2341 0.9062 0.8667 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2379 0.9043 0.8650 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2428 0.8984 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2434 0.9004 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2376 0.8984 0.8556 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2283 0.9043 0.8627 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2209 0.9062 0.8652 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 73 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-74 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-74.pt Euclidean distance between 16 and 74: 19.49945068359375. Interpolating between 16 and 74 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2496 0.9023 0.8588 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2425 0.8965 0.8524 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2408 0.8984 0.8556 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2432 0.9004 0.8579 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2505 0.9023 0.8603 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2573 0.9023 0.8603 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2514 0.9023 0.8596 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2357 0.9023 0.8596 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2235 0.9023 0.8596 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 74 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-75 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-75.pt Euclidean distance between 16 and 75: 19.538557052612305. Interpolating between 16 and 75 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2518 0.8984 0.8523 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2457 0.9043 0.8620 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2447 0.9023 0.8596 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2485 0.9023 0.8596 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2538 0.8945 0.8475 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2541 0.8984 0.8539 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2446 0.8984 0.8547 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2312 0.9004 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2212 0.9043 0.8627 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 75 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-76 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-76.pt Euclidean distance between 16 and 76: 18.966995239257812. Interpolating between 16 and 76 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2426 0.9023 0.8611 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2287 0.9102 0.8729 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2272 0.9062 0.8689 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2352 0.9082 0.8726 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2435 0.9062 0.8710 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2422 0.9082 0.8740 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2308 0.9082 0.8726 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2186 0.9082 0.8712 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2139 0.9082 0.8691 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 76 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-77 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-77.pt Euclidean distance between 16 and 77: 18.988605499267578. Interpolating between 16 and 77 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2260 0.8984 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2236 0.9004 0.8579 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2249 0.9062 0.8681 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2283 0.9082 0.8719 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2314 0.9062 0.8696 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2307 0.9043 0.8658 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2254 0.9062 0.8681 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2186 0.9043 0.8643 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2155 0.9082 0.8691 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 77 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-78 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-78.pt Euclidean distance between 16 and 78: 20.202028274536133. Interpolating between 16 and 78 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2486 0.9102 0.8729 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2395 0.9062 0.8689 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2481 0.9121 0.8794 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2694 0.9102 0.8789 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2865 0.9043 0.8740 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2808 0.9023 0.8731 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2533 0.9141 0.8848 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2261 0.9141 0.8824 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2132 0.9082 0.8712 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 78 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-79 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-79.pt Euclidean distance between 16 and 79: 19.367816925048828. Interpolating between 16 and 79 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2318 0.9043 0.8643 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2298 0.8984 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2322 0.8984 0.8595 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2381 0.8984 0.8595 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2440 0.8984 0.8602 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2453 0.8965 0.8564 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2390 0.8965 0.8540 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2287 0.9062 0.8659 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2206 0.9043 0.8627 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 79 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-80 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-80.pt Euclidean distance between 16 and 80: 19.226600646972656. Interpolating between 16 and 80 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2337 0.9043 0.8635 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2298 0.9043 0.8643 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2293 0.9023 0.8619 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2312 0.8926 0.8501 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2345 0.8906 0.8470 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2342 0.8906 0.8462 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2287 0.8984 0.8564 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2205 0.9023 0.8611 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2161 0.9062 0.8667 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 80 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-81 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-81.pt Euclidean distance between 16 and 81: 19.37848472595215. Interpolating between 16 and 81 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2389 0.9102 0.8729 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2349 0.9102 0.8736 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2342 0.9023 0.8619 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2373 0.9023 0.8619 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2416 0.8984 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2434 0.9004 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2374 0.8984 0.8547 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2273 0.9023 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2197 0.9043 0.8627 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 81 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-82 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-82.pt Euclidean distance between 16 and 82: 19.96982192993164. Interpolating between 16 and 82 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2358 0.9023 0.8603 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2251 0.9023 0.8596 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2351 0.8945 0.8492 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2593 0.8945 0.8516 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2784 0.8945 0.8541 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2725 0.8867 0.8441 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2489 0.8945 0.8541 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2265 0.9004 0.8587 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2160 0.9062 0.8667 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 82 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-83 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-83.pt Euclidean distance between 16 and 83: 19.245044708251953. Interpolating between 16 and 83 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2308 0.9023 0.8603 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2272 0.9043 0.8643 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2286 0.9004 0.8603 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2342 0.8965 0.8556 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2404 0.8945 0.8541 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2408 0.9023 0.8641 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2335 0.9023 0.8626 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2241 0.9004 0.8579 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2182 0.9004 0.8563 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 83 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-84 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-84.pt Euclidean distance between 16 and 84: 18.76889419555664. Interpolating between 16 and 84 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2325 0.8945 0.8525 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2303 0.8906 0.8470 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2306 0.8965 0.8564 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2323 0.8984 0.8602 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2339 0.9023 0.8670 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2320 0.9043 0.8693 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2264 0.9102 0.8770 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2197 0.9082 0.8719 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2159 0.9062 0.8667 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 84 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-85 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-85.pt Euclidean distance between 16 and 85: 19.42592430114746. Interpolating between 16 and 85 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2531 0.8945 0.8475 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2474 0.8965 0.8524 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2474 0.8965 0.8540 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2507 0.8926 0.8493 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2546 0.8887 0.8438 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2530 0.8906 0.8462 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2433 0.8926 0.8476 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2303 0.9004 0.8579 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2210 0.9043 0.8627 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 85 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-86 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-86.pt Euclidean distance between 16 and 86: 19.336427688598633. Interpolating between 16 and 86 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2301 0.8887 0.8430 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2278 0.8926 0.8459 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2334 0.8867 0.8352 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2452 0.8887 0.8376 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2567 0.8926 0.8442 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2563 0.8945 0.8475 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2413 0.9004 0.8563 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2264 0.9023 0.8596 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2190 0.9023 0.8603 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 86 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-87 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-87.pt Euclidean distance between 16 and 87: 19.249757766723633. Interpolating between 16 and 87 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2473 0.8965 0.8490 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2410 0.9004 0.8563 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2391 0.8945 0.8492 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2406 0.8926 0.8476 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2441 0.8906 0.8453 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2450 0.9023 0.8603 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2391 0.9043 0.8627 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2296 0.9043 0.8627 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2223 0.9062 0.8652 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 87 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-88 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-88.pt Euclidean distance between 16 and 88: 19.534175872802734. Interpolating between 16 and 88 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2210 0.9062 0.8667 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2186 0.9141 0.8798 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2214 0.9141 0.8798 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2295 0.9102 0.8743 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2389 0.9043 0.8665 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2424 0.9043 0.8658 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2355 0.9043 0.8650 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2242 0.9062 0.8667 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2172 0.9043 0.8627 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 88 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-89 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-89.pt Euclidean distance between 16 and 89: 19.559188842773438. Interpolating between 16 and 89 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2454 0.9043 0.8627 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2401 0.9004 0.8579 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2390 0.8926 0.8476 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2433 0.8926 0.8476 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2501 0.8887 0.8421 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2519 0.8965 0.8515 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2425 0.9004 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2287 0.8984 0.8539 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2193 0.9023 0.8596 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 89 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-90 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-90.pt Euclidean distance between 16 and 90: 19.27140235900879. Interpolating between 16 and 90 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2301 0.8965 0.8507 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2237 0.9043 0.8635 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2232 0.9062 0.8674 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2271 0.9043 0.8643 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2315 0.9043 0.8650 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2320 0.9062 0.8681 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2274 0.9082 0.8691 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2222 0.9062 0.8659 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2183 0.9062 0.8652 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 90 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-91 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-91.pt Euclidean distance between 16 and 91: 19.161012649536133. Interpolating between 16 and 91 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2264 0.8945 0.8492 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2247 0.9043 0.8665 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2288 0.9043 0.8672 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2352 0.9004 0.8633 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2401 0.8965 0.8594 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2390 0.9004 0.8633 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2312 0.8984 0.8602 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2228 0.9062 0.8681 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2183 0.9062 0.8667 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 91 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-92 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-92.pt Euclidean distance between 16 and 92: 19.651634216308594. Interpolating between 16 and 92 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2392 0.8926 0.8442 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2273 0.9004 0.8587 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2283 0.8945 0.8516 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2393 0.9023 0.8656 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2493 0.9062 0.8737 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2479 0.9102 0.8789 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2358 0.9121 0.8800 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2227 0.9141 0.8798 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2159 0.9082 0.8698 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 92 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-93 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-93.pt Euclidean distance between 16 and 93: 18.937870025634766. Interpolating between 16 and 93 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2326 0.9004 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2310 0.8926 0.8459 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2351 0.8945 0.8516 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2414 0.8945 0.8516 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2461 0.8965 0.8548 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2436 0.9023 0.8626 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2338 0.9043 0.8650 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2236 0.9043 0.8635 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2181 0.9043 0.8627 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 93 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-94 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-94.pt Euclidean distance between 16 and 94: 20.328372955322266. Interpolating between 16 and 94 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2572 0.8965 0.8473 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2458 0.8984 0.8514 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2566 0.8945 0.8448 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2889 0.8906 0.8436 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3257 0.8945 0.8548 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3279 0.8965 0.8651 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2849 0.9082 0.8786 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2365 0.9180 0.8877 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2132 0.9121 0.8767 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 94 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-95 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-95.pt Euclidean distance between 16 and 95: 19.313663482666016. Interpolating between 16 and 95 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2482 0.9062 0.8644 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2354 0.9043 0.8635 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2301 0.9023 0.8626 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2292 0.9004 0.8618 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2305 0.9023 0.8641 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2316 0.9004 0.8610 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2277 0.9023 0.8634 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2197 0.9082 0.8712 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2152 0.9062 0.8659 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 95 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-96 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-96.pt Euclidean distance between 16 and 96: 19.12306022644043. Interpolating between 16 and 96 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2561 0.8945 0.8448 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2460 0.9004 0.8563 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2417 0.9023 0.8603 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2424 0.9043 0.8658 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2443 0.9023 0.8641 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2429 0.9043 0.8658 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2357 0.9043 0.8658 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2257 0.9023 0.8611 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2192 0.9023 0.8603 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 96 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-97 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-97.pt Euclidean distance between 16 and 97: 18.951520919799805. Interpolating between 16 and 97 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2330 0.8984 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2290 0.9062 0.8667 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2300 0.9082 0.8705 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2348 0.9062 0.8681 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2375 0.9023 0.8634 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2351 0.9023 0.8634 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2273 0.9062 0.8681 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2202 0.9043 0.8635 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2175 0.9102 0.8715 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 97 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-98 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-98.pt Euclidean distance between 16 and 98: 19.461280822753906. Interpolating between 16 and 98 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2532 0.8965 0.8464 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2396 0.9023 0.8580 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2349 0.9023 0.8596 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2379 0.9043 0.8650 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2445 0.8984 0.8587 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2449 0.8965 0.8548 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2360 0.8984 0.8556 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2251 0.9004 0.8587 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2186 0.9043 0.8635 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 98 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-99 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-99.pt Euclidean distance between 16 and 99: 19.977928161621094. Interpolating between 16 and 99 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2399 0.8926 0.8424 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2270 0.8926 0.8433 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2285 0.9004 0.8579 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2407 0.9023 0.8649 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2519 0.9102 0.8777 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2523 0.9062 0.8730 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2398 0.9004 0.8633 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2242 0.9023 0.8634 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2166 0.9043 0.8643 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2194 0.9082 0.8676 Completed interpolation from 16 to 99 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-18.pt Euclidean distance between 17 and 18: 20.948301315307617. Interpolating between 17 and 18 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2383 0.9062 0.8636 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2171 0.9062 0.8659 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2238 0.9160 0.8841 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2668 0.9004 0.8661 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3483 0.9043 0.8658 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3763 0.8770 0.8085 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3174 0.8887 0.8299 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2615 0.8945 0.8421 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2311 0.9023 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2287 0.9023 0.8611 Completed interpolation from 17 to 18 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-19.pt Euclidean distance between 17 and 19: 20.99097442626953. Interpolating between 17 and 19 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2408 0.8984 0.8539 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2256 0.9082 0.8719 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2366 0.9043 0.8700 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2892 0.8984 0.8660 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3660 0.8906 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3765 0.8828 0.8343 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3230 0.8867 0.8314 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2649 0.8926 0.8415 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2320 0.8945 0.8475 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2287 0.9023 0.8611 Completed interpolation from 17 to 19 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-20.pt Euclidean distance between 17 and 20: 20.71333122253418. Interpolating between 17 and 20 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2654 0.9062 0.8689 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2442 0.9004 0.8633 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2552 0.9004 0.8675 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3052 0.8867 0.8535 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3548 0.8926 0.8593 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3442 0.8945 0.8533 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2941 0.8848 0.8338 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2519 0.8945 0.8457 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2296 0.9004 0.8563 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2287 0.9023 0.8611 Completed interpolation from 17 to 20 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-21 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-21.pt Euclidean distance between 17 and 21: 21.178773880004883. Interpolating between 17 and 21 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2474 0.8965 0.8540 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2369 0.8984 0.8624 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2609 0.8887 0.8571 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3315 0.8555 0.8255 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4309 0.8477 0.8169 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4452 0.8770 0.8274 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3610 0.8828 0.8256 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2782 0.8984 0.8497 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2344 0.8984 0.8523 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2287 0.9023 0.8611 Completed interpolation from 17 to 21 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-22 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-22.pt Euclidean distance between 17 and 22: 18.0092716217041. Interpolating between 17 and 22 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2539 0.9004 0.8595 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2490 0.8984 0.8556 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2481 0.8984 0.8556 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2506 0.8965 0.8524 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2531 0.9004 0.8579 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2510 0.9023 0.8611 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2444 0.9043 0.8635 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2373 0.9023 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2319 0.9004 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2287 0.9023 0.8611 Completed interpolation from 17 to 22 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-23 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-23.pt Euclidean distance between 17 and 23: 18.8362979888916. Interpolating between 17 and 23 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2490 0.8906 0.8427 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2350 0.8926 0.8468 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2376 0.8926 0.8459 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2542 0.9004 0.8563 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2704 0.9023 0.8580 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2699 0.9004 0.8547 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2533 0.9043 0.8612 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2370 0.9004 0.8555 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2283 0.9062 0.8659 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2287 0.9023 0.8611 Completed interpolation from 17 to 23 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-24 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-24.pt Euclidean distance between 17 and 24: 21.11217498779297. Interpolating between 17 and 24 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2474 0.8984 0.8514 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2241 0.8984 0.8564 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2320 0.9062 0.8723 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2865 0.8965 0.8616 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3939 0.8926 0.8493 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4442 0.8145 0.6619 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3621 0.8691 0.7913 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2785 0.8965 0.8437 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2342 0.8965 0.8490 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2287 0.9023 0.8611 Completed interpolation from 17 to 24 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-25 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-25.pt Euclidean distance between 17 and 25: 21.078096389770508. Interpolating between 17 and 25 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2508 0.8887 0.8394 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2376 0.8848 0.8392 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2626 0.8867 0.8513 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3519 0.8496 0.8205 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4719 0.7617 0.7448 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4777 0.8457 0.8141 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3702 0.8887 0.8430 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2792 0.8945 0.8475 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2339 0.8984 0.8531 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2287 0.9023 0.8611 Completed interpolation from 17 to 25 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-26 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-26.pt Euclidean distance between 17 and 26: 21.01198959350586. Interpolating between 17 and 26 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2612 0.8984 0.8523 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2365 0.9004 0.8595 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2502 0.8926 0.8556 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3134 0.8867 0.8505 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4033 0.8926 0.8518 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4062 0.8711 0.7988 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3276 0.8809 0.8190 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2643 0.8984 0.8488 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2320 0.8984 0.8514 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2287 0.9023 0.8611 Completed interpolation from 17 to 26 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-27.pt Euclidean distance between 17 and 27: 20.860477447509766. Interpolating between 17 and 27 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2464 0.9004 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2250 0.9062 0.8674 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2325 0.9082 0.8726 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2830 0.9102 0.8757 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3738 0.9023 0.8563 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4002 0.8535 0.7541 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3320 0.8770 0.8073 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2655 0.8965 0.8455 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2318 0.8945 0.8466 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2287 0.9023 0.8611 Completed interpolation from 17 to 27 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-28.pt Euclidean distance between 17 and 28: 21.032819747924805. Interpolating between 17 and 28 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2694 0.8926 0.8476 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2422 0.8887 0.8496 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2635 0.8867 0.8550 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3537 0.8418 0.8146 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4738 0.7617 0.7448 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4738 0.8516 0.8173 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3713 0.8828 0.8295 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2815 0.8906 0.8391 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2348 0.8984 0.8523 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2287 0.9023 0.8611 Completed interpolation from 17 to 28 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-29.pt Euclidean distance between 17 and 29: 21.011659622192383. Interpolating between 17 and 29 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2440 0.9023 0.8580 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2290 0.8945 0.8541 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2464 0.8984 0.8667 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3106 0.8770 0.8489 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3883 0.8633 0.8309 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3856 0.8867 0.8389 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3224 0.8867 0.8343 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2639 0.8945 0.8457 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2320 0.8965 0.8499 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2287 0.9023 0.8611 Completed interpolation from 17 to 29 Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-17.pt Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-30.pt Euclidean distance between 17 and 30: 20.9401912689209. Interpolating between 17 and 30 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2470 0.9004 0.8579 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2297 0.9062 0.8696 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2352 0.9043 0.8686 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2836 0.9062 0.8763 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3837 0.9102 0.8743 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4224 0.8418 0.7309 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3440 0.8789 0.8086 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2694 0.8926 0.8397 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2327 0.8945 0.8475 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2287 0.9023 0.8611 Completed interpolation from 17 to 30 Wrote the values to ../logs/NLI/qqp_berts/qqp_interpol@15000steps/interpol_qqp_validation5.pkl!