Sun May 15 15:27:09 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 470.57.02 Driver Version: 470.57.02 CUDA Version: 11.4 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 Quadro RTX 8000 On | 00000000:2F:00.0 Off | 0 | | N/A 28C P8 18W / 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 .5MP23DBBQICEP8HGVEGF, for loading in git data Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .J45HG66OUHNHFR9E7CRP, 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 5 and 41: 21.207563400268555. Interpolating between 5 and 41 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2966 0.8965 0.8507 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2812 0.9004 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2772 0.8984 0.8539 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2778 0.9043 0.8635 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2768 0.9043 0.8627 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2724 0.9043 0.8620 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2689 0.9062 0.8636 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2695 0.9043 0.8596 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2746 0.8965 0.8481 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 41 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .4A3X19GHHZQV2W1P3WNG, 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 5 and 42: 20.84115219116211. Interpolating between 5 and 42 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2737 0.9023 0.8603 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2605 0.8984 0.8547 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2538 0.8945 0.8500 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2506 0.9004 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2491 0.9004 0.8571 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2486 0.9023 0.8596 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2501 0.9004 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2558 0.8984 0.8539 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2662 0.9004 0.8555 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 42 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .8TU1NGS1XRJ646WCD01A, 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 5 and 43: 20.737060546875. Interpolating between 5 and 43 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2766 0.9004 0.8513 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2572 0.8945 0.8430 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2461 0.8984 0.8497 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2415 0.9004 0.8539 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2407 0.9023 0.8580 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2415 0.9004 0.8547 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2446 0.8945 0.8466 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2516 0.8945 0.8457 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2643 0.9004 0.8539 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 43 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .039QHON1JZI1ZGTO2NLO, 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 5 and 44: 20.9254207611084. Interpolating between 5 and 44 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2800 0.8965 0.8490 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2576 0.8984 0.8531 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2466 0.8926 0.8459 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2426 0.8887 0.8412 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2418 0.8887 0.8412 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2427 0.8867 0.8389 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2457 0.8945 0.8492 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2528 0.8984 0.8531 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2651 0.8926 0.8433 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 44 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .ZCBTEDFI16GX6BW27V3R, 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 5 and 45: 21.076019287109375. Interpolating between 5 and 45 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2428 0.9121 0.8739 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2310 0.9121 0.8753 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2267 0.9121 0.8753 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2281 0.9043 0.8658 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2313 0.9082 0.8712 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2358 0.9043 0.8650 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2420 0.9043 0.8643 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2500 0.9043 0.8627 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2630 0.8984 0.8523 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 45 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .NGBJJ5N2UK2AIPGLVEL2, 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 5 and 46: 20.772308349609375. Interpolating between 5 and 46 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2870 0.9023 0.8563 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2675 0.9023 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2550 0.9004 0.8563 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2486 0.8984 0.8547 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2463 0.9004 0.8571 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2460 0.9023 0.8588 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2476 0.8965 0.8507 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2535 0.8926 0.8442 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2653 0.8965 0.8481 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 46 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .CH9H3JPQZ3QNJ8KIQD9C, 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 5 and 47: 22.654977798461914. Interpolating between 5 and 47 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2629 0.8965 0.8507 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2500 0.8926 0.8459 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2510 0.9004 0.8587 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2615 0.9023 0.8611 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2714 0.9004 0.8587 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2679 0.8965 0.8548 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2606 0.8965 0.8540 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2598 0.9023 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2679 0.8965 0.8499 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 47 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .QXE4GPDVSLWWO5KJ0UJ8, 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 5 and 48: 20.9714412689209. Interpolating between 5 and 48 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2577 0.9102 0.8701 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2506 0.9082 0.8676 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2497 0.9043 0.8620 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2539 0.9023 0.8596 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2580 0.9062 0.8667 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2588 0.9043 0.8635 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2587 0.9023 0.8596 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2618 0.9004 0.8555 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2700 0.8984 0.8531 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 48 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .GKN8UNMOKAH9AX1MM1T0, 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 5 and 49: 20.544254302978516. Interpolating between 5 and 49 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2913 0.9004 0.8563 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2720 0.9023 0.8588 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2597 0.9043 0.8620 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2531 0.9023 0.8603 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2490 0.8984 0.8556 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2474 0.8984 0.8547 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2494 0.8984 0.8539 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2551 0.9043 0.8620 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2661 0.8984 0.8514 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 49 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .HKBSKWG2ZHE7CGWVHP8O, 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 5 and 50: 20.87877655029297. Interpolating between 5 and 50 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2648 0.9062 0.8644 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2521 0.9102 0.8708 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2459 0.9102 0.8708 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2435 0.9043 0.8620 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2447 0.9004 0.8555 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2479 0.8965 0.8499 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2518 0.8965 0.8499 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2576 0.9004 0.8539 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2680 0.8984 0.8514 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 50 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .15J4BBJZWZ5F2RFA4I7W, 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 5 and 51: 20.744470596313477. Interpolating between 5 and 51 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2786 0.9004 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2636 0.9023 0.8596 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2541 0.9004 0.8571 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2493 0.9043 0.8627 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2473 0.9043 0.8627 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2493 0.9062 0.8652 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2506 0.9062 0.8644 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2569 0.9062 0.8644 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2677 0.8965 0.8481 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 51 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .O45TG8W4GGCSKMHIEK7E, 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 5 and 52: 20.984750747680664. Interpolating between 5 and 52 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2829 0.9082 0.8676 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2620 0.9121 0.8739 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2507 0.9102 0.8722 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2470 0.9062 0.8667 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2467 0.9023 0.8611 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2469 0.9023 0.8603 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2485 0.9023 0.8588 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2544 0.9004 0.8563 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2658 0.8945 0.8448 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 52 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .0SVHBGQ8H06W56BZ1LZ9, 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 5 and 53: 23.847578048706055. Interpolating between 5 and 53 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2775 0.9004 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2422 0.8945 0.8457 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2609 0.8887 0.8319 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3524 0.8301 0.7071 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4488 0.7148 0.3241 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3281 0.8789 0.8144 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2465 0.8945 0.8508 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2345 0.8965 0.8540 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2511 0.9004 0.8579 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 53 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .J2MJTZ86DW9FDIZDARWN, 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 5 and 54: 21.111379623413086. Interpolating between 5 and 54 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2941 0.9023 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2847 0.9023 0.8563 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2819 0.8945 0.8457 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2815 0.8965 0.8481 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2803 0.8965 0.8490 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2779 0.8945 0.8466 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2749 0.8926 0.8433 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2736 0.8945 0.8448 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2761 0.8965 0.8481 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 54 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .3IA75PMXFHOZ2T3SARA8, 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 5 and 55: 20.826412200927734. Interpolating between 5 and 55 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2886 0.9043 0.8571 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2686 0.9004 0.8539 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2562 0.9004 0.8539 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2504 0.8984 0.8506 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2486 0.9023 0.8563 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2493 0.9043 0.8596 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2521 0.9043 0.8596 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2579 0.9043 0.8596 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2677 0.8945 0.8448 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 55 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .K5U3OOX34D9PWLV2HDBY, 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 5 and 56: 21.496217727661133. Interpolating between 5 and 56 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2670 0.9082 0.8646 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2467 0.9023 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2403 0.9004 0.8563 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2430 0.9004 0.8579 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2458 0.8984 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2465 0.8984 0.8564 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2479 0.9023 0.8619 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2532 0.9023 0.8611 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2647 0.8965 0.8490 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 56 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .2L0ULC1ZHPNF0QY5TUR2, 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 5 and 57: 21.569957733154297. Interpolating between 5 and 57 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2973 0.9023 0.8571 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2675 0.9004 0.8555 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2537 0.9004 0.8555 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2507 0.9004 0.8563 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2507 0.9043 0.8627 [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 0.2503 0.9004 0.8579 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2555 0.8984 0.8539 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2664 0.8984 0.8523 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 57 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .54HQRIQA83ORA6LF3JHP, 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 5 and 58: 21.374202728271484. Interpolating between 5 and 58 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2750 0.9043 0.8635 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2740 0.8984 0.8547 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2800 0.8984 0.8547 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2896 0.9004 0.8563 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2957 0.8984 0.8523 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2923 0.9023 0.8580 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2846 0.9043 0.8612 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2796 0.9004 0.8547 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2794 0.8945 0.8448 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 58 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .K7UODS1LKNPIQS2AHE2U, 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 5 and 59: 21.191328048706055. Interpolating between 5 and 59 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2769 0.9023 0.8555 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2625 0.9043 0.8604 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2570 0.9062 0.8644 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2571 0.9043 0.8627 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2578 0.9062 0.8659 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2578 0.9004 0.8579 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2584 0.8965 0.8515 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2618 0.8965 0.8507 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2691 0.8926 0.8424 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 59 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .4O09E6IHC1FKER5MUD33, 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 5 and 60: 21.73404884338379. Interpolating between 5 and 60 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2734 0.9043 0.8612 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2608 0.9023 0.8603 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2589 0.9023 0.8603 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2636 0.8984 0.8547 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2663 0.8965 0.8524 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2634 0.9004 0.8579 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2604 0.8945 0.8475 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2620 0.8926 0.8442 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2694 0.8926 0.8424 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 60 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .RA4ZC4DUEH53XLEB2DFE, 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 5 and 61: 23.95809555053711. Interpolating between 5 and 61 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2878 0.8906 0.8427 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2437 0.8984 0.8531 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2608 0.8906 0.8391 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3594 0.8750 0.8084 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4771 0.7773 0.5714 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3920 0.8574 0.8064 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2654 0.8887 0.8519 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2402 0.8906 0.8503 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2527 0.9004 0.8595 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 61 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .DGO15K8P8DXOH2EWES11, 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 5 and 62: 20.76657485961914. Interpolating between 5 and 62 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2706 0.9082 0.8661 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2528 0.9121 0.8725 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2447 0.9082 0.8691 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2424 0.9082 0.8691 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2432 0.9082 0.8698 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2449 0.9062 0.8674 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2478 0.9062 0.8659 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2545 0.9043 0.8627 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2663 0.8945 0.8457 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 62 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .JV172OIZYSX1YPAA899Z, 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 5 and 63: 23.816438674926758. Interpolating between 5 and 63 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2593 0.9043 0.8635 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2179 0.9062 0.8674 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2373 0.8984 0.8579 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3213 0.9043 0.8700 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3775 0.8906 0.8571 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3027 0.8887 0.8519 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2502 0.8906 0.8503 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2441 0.8965 0.8548 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2578 0.8984 0.8539 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 63 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .BJEZ4GBO8RQ4E25EVKVV, 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 5 and 64: 21.71808433532715. Interpolating between 5 and 64 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.3001 0.8965 0.8490 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2695 0.8984 0.8531 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2572 0.8965 0.8507 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2577 0.8945 0.8500 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2602 0.8945 0.8508 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2576 0.8926 0.8476 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2531 0.8887 0.8412 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2548 0.8984 0.8531 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2650 0.8945 0.8457 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 64 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .UNRH3NNLRPLHE13GAQA8, 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 5 and 65: 21.484357833862305. Interpolating between 5 and 65 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2821 0.9023 0.8588 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2603 0.9062 0.8659 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2524 0.9062 0.8667 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2529 0.9043 0.8658 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2544 0.9004 0.8610 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2530 0.9004 0.8610 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2517 0.8965 0.8548 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2549 0.9004 0.8587 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2648 0.9004 0.8563 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 65 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .B86RIJ99I6NIU2GJUME1, 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 5 and 66: 21.061803817749023. Interpolating between 5 and 66 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.3006 0.9043 0.8612 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2792 0.8984 0.8539 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2653 0.9023 0.8596 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2576 0.9043 0.8627 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2544 0.9062 0.8659 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2530 0.9082 0.8683 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2538 0.9062 0.8644 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2587 0.9062 0.8636 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2685 0.8965 0.8481 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 66 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .83YP6OEKYXR25HLSFWVJ, 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 5 and 67: 21.188182830810547. Interpolating between 5 and 67 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2699 0.9023 0.8571 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2517 0.9121 0.8739 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2441 0.9121 0.8739 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2428 0.9102 0.8715 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2435 0.9023 0.8603 [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 0.2479 0.8984 0.8547 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2543 0.8965 0.8499 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2659 0.8984 0.8514 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 67 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .WH890V9LU510GHHWWL5W, 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 5 and 68: 23.944217681884766. Interpolating between 5 and 68 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2647 0.8945 0.8516 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2355 0.8945 0.8508 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2508 0.8945 0.8457 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3245 0.8730 0.8048 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4274 0.7871 0.5918 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3794 0.8477 0.7434 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2617 0.8984 0.8547 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2341 0.9043 0.8643 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2499 0.9023 0.8603 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 68 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .CIPTZSJJDF11BIS3EXR2, 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 5 and 69: 23.879934310913086. Interpolating between 5 and 69 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2354 0.9043 0.8650 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2176 0.9082 0.8683 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2473 0.9062 0.8659 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3353 0.8926 0.8424 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4217 0.8867 0.8371 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3652 0.8848 0.8499 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2607 0.8906 0.8549 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2319 0.8926 0.8533 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2465 0.8984 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 69 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .Z83Q1OG76FI8GM88HDVT, 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 5 and 70: 23.34295082092285. Interpolating between 5 and 70 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2674 0.8984 0.8514 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2372 0.8906 0.8409 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2395 0.8848 0.8338 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2646 0.8828 0.8324 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2721 0.8887 0.8421 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2587 0.8945 0.8508 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2517 0.8926 0.8476 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2533 0.8945 0.8492 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2647 0.8945 0.8466 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 70 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .UXO2N57MXE8I0A8CR2F0, 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 5 and 71: 20.763309478759766. Interpolating between 5 and 71 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2952 0.9004 0.8513 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2757 0.9023 0.8563 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2651 0.9043 0.8604 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2601 0.9004 0.8555 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2580 0.8984 0.8523 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2570 0.8984 0.8523 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2582 0.9004 0.8555 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2626 0.8984 0.8514 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2705 0.8945 0.8448 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 71 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .UBXW39RFD2366OF3GJX3, 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 5 and 72: 21.32314682006836. Interpolating between 5 and 72 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.3119 0.8867 0.8352 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2867 0.8867 0.8343 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2754 0.8945 0.8466 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2740 0.8945 0.8466 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2747 0.8926 0.8442 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2725 0.8984 0.8531 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2699 0.9023 0.8580 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2697 0.8984 0.8514 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2740 0.8965 0.8481 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 72 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .LWAN7W5JEZKVVE709CAB, 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 5 and 73: 20.826766967773438. Interpolating between 5 and 73 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2635 0.9043 0.8604 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2523 0.9004 0.8563 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2472 0.8965 0.8515 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2465 0.9023 0.8603 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2479 0.8965 0.8524 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2504 0.8965 0.8507 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2536 0.8984 0.8531 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2591 0.9023 0.8580 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2685 0.8945 0.8457 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 73 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .NTU08GFL5853WBCXDTKN, 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 5 and 74: 20.8929386138916. Interpolating between 5 and 74 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2692 0.9043 0.8596 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2582 0.9062 0.8636 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2519 0.9043 0.8604 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2496 0.9023 0.8588 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2506 0.9004 0.8563 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2533 0.9043 0.8620 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2566 0.9023 0.8588 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2620 0.9023 0.8580 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2708 0.8984 0.8514 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 74 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .SJMTH1NMEB74GEG24AZ2, 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 5 and 75: 20.67027473449707. Interpolating between 5 and 75 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2836 0.9004 0.8555 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2709 0.8984 0.8531 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2632 0.8984 0.8539 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2598 0.8965 0.8515 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2592 0.8945 0.8483 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2583 0.8906 0.8418 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2588 0.8926 0.8442 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2626 0.8887 0.8367 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2708 0.8906 0.8400 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 75 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .P10OHPKK1TI18CU04KM0, 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 5 and 76: 22.102781295776367. Interpolating between 5 and 76 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2427 0.9121 0.8703 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2316 0.9141 0.8750 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2336 0.9121 0.8732 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2434 0.9062 0.8652 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2492 0.9062 0.8659 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2493 0.9082 0.8698 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2506 0.9043 0.8635 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2569 0.9023 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2675 0.8945 0.8457 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 76 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .M2NJ5AM4NSH4Z0X3N02Y, 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 5 and 77: 21.426971435546875. Interpolating between 5 and 77 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2759 0.8945 0.8448 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2644 0.8945 0.8466 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2610 0.8926 0.8442 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2611 0.8926 0.8442 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2621 0.8965 0.8499 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2617 0.9004 0.8547 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2610 0.9023 0.8580 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2637 0.9023 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2704 0.8965 0.8473 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 77 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .R3HOQ6DW74ZI2KIM4PVS, 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 5 and 78: 23.809507369995117. Interpolating between 5 and 78 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2432 0.8984 0.8571 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2180 0.9062 0.8689 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2360 0.9043 0.8679 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2996 0.9023 0.8663 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3399 0.8867 0.8482 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3007 0.8887 0.8519 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2544 0.8887 0.8488 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2460 0.8945 0.8541 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2571 0.9004 0.8587 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 78 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .NH9SM2OEZ67KEXOX1L0Y, 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 5 and 79: 20.77179718017578. Interpolating between 5 and 79 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2651 0.9043 0.8620 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2525 0.9004 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2452 0.9004 0.8579 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2422 0.8984 0.8547 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2420 0.9023 0.8596 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2435 0.9023 0.8596 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2473 0.9023 0.8588 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2544 0.9004 0.8555 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2661 0.8965 0.8490 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 79 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .1ZMZELX9SBKOFZC96ARU, 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 5 and 80: 21.104820251464844. Interpolating between 5 and 80 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2495 0.9121 0.8747 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2497 0.9082 0.8691 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2584 0.9082 0.8691 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2693 0.9082 0.8691 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2752 0.9023 0.8596 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2755 0.9043 0.8612 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2731 0.9043 0.8604 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2730 0.9004 0.8555 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2764 0.8965 0.8490 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 80 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .JF7ACHEJWYC6II0D45PD, 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 5 and 81: 20.6810245513916. Interpolating between 5 and 81 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2654 0.9141 0.8736 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2496 0.9121 0.8718 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2410 0.9102 0.8708 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2379 0.9121 0.8739 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2382 0.9121 0.8747 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2401 0.9141 0.8778 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2435 0.9082 0.8691 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2503 0.9082 0.8683 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2627 0.9004 0.8547 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 81 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .I8ZOHNR7VV6TPDT6U2O4, 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 5 and 82: 23.451581954956055. Interpolating between 5 and 82 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2423 0.9062 0.8652 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2163 0.9082 0.8698 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2220 0.9082 0.8705 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2483 0.8945 0.8533 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2672 0.8926 0.8509 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2612 0.8965 0.8556 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2535 0.8945 0.8525 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2549 0.8965 0.8548 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2651 0.8945 0.8483 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 82 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .W9F2TII2QNFPP4H3DDE6, 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 5 and 83: 20.94074821472168. Interpolating between 5 and 83 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2504 0.9102 0.8708 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2444 0.9062 0.8644 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2443 0.9043 0.8620 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2472 0.9023 0.8603 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2505 0.9004 0.8571 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2527 0.9004 0.8563 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2553 0.9023 0.8580 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2607 0.9004 0.8547 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2699 0.8984 0.8506 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 83 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .A1QMVO5FKO7UM8WMURMG, 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 5 and 84: 21.892309188842773. Interpolating between 5 and 84 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2696 0.9043 0.8643 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2529 0.9082 0.8712 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2489 0.9043 0.8658 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2534 0.9043 0.8658 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2587 0.9023 0.8626 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2598 0.9023 0.8626 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2585 0.9082 0.8691 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2602 0.9062 0.8652 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2683 0.9004 0.8547 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 84 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .X10JCXEG5LEFN2K9WFNQ, 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 5 and 85: 20.82627296447754. Interpolating between 5 and 85 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2815 0.9023 0.8588 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2697 0.9023 0.8596 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2628 0.9062 0.8667 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2590 0.9004 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2573 0.8984 0.8539 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2569 0.8984 0.8539 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2580 0.8984 0.8531 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2620 0.8945 0.8457 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2696 0.8965 0.8481 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 85 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .63EBQ3XGPKT0A7QVYEYO, 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 5 and 86: 21.76507568359375. Interpolating between 5 and 86 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2732 0.8945 0.8439 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2508 0.8867 0.8362 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2385 0.8926 0.8459 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2372 0.8965 0.8540 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2391 0.8984 0.8571 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2400 0.9023 0.8634 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2412 0.9023 0.8626 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2475 0.9023 0.8611 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2612 0.9023 0.8596 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 86 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .OCQ2GHDUNKACPD8MPI79, 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 5 and 87: 21.07056999206543. Interpolating between 5 and 87 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2961 0.8965 0.8490 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2721 0.8945 0.8466 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2590 0.8906 0.8436 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2531 0.8867 0.8371 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2506 0.8906 0.8427 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2494 0.8945 0.8475 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2500 0.8965 0.8499 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2549 0.9004 0.8547 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2658 0.8965 0.8481 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 87 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .0XASHZ7R569B9Y4QIWNL, 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 5 and 88: 20.902442932128906. Interpolating between 5 and 88 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2471 0.9121 0.8732 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2403 0.9082 0.8676 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2390 0.9082 0.8683 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2414 0.9023 0.8603 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2460 0.9023 0.8603 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2498 0.9023 0.8596 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2539 0.8984 0.8531 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2603 0.9004 0.8547 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2702 0.8965 0.8481 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 88 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .3WA19WT9EM8VA55FQO0A, 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 5 and 89: 20.619279861450195. Interpolating between 5 and 89 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2648 0.9023 0.8596 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2532 0.8984 0.8556 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2459 0.8984 0.8556 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2429 0.9023 0.8611 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2425 0.9023 0.8611 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2435 0.9062 0.8667 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2465 0.9043 0.8635 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2532 0.9062 0.8644 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2654 0.8965 0.8481 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 89 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .X5N4TNRZSWGCFSNBWI3F, 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 5 and 90: 20.97867774963379. Interpolating between 5 and 90 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2579 0.9062 0.8659 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2437 0.9082 0.8691 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2392 0.9102 0.8729 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2399 0.9023 0.8634 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2420 0.9023 0.8634 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2432 0.8984 0.8571 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2452 0.9043 0.8643 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2510 0.8984 0.8539 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2630 0.8965 0.8490 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 90 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .6EM9S1TESBC51M7LC3BA, 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 5 and 91: 21.09148406982422. Interpolating between 5 and 91 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2538 0.9023 0.8596 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2519 0.8965 0.8507 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2533 0.8984 0.8547 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2554 0.8965 0.8524 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2578 0.8965 0.8515 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2577 0.9023 0.8588 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2581 0.9023 0.8580 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2622 0.9004 0.8547 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2704 0.8965 0.8481 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 91 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .MM01SPAUQFZUFPOF9RSL, 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 5 and 92: 22.971834182739258. Interpolating between 5 and 92 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2691 0.8867 0.8314 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2415 0.8848 0.8309 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2406 0.8984 0.8539 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2591 0.8926 0.8468 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2720 0.8926 0.8476 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2693 0.8887 0.8430 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2627 0.8945 0.8500 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2613 0.8965 0.8524 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2684 0.8965 0.8490 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 92 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .MY38WH4YHXQONF6R9N00, 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 5 and 93: 21.784618377685547. Interpolating between 5 and 93 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2733 0.9004 0.8530 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2674 0.8984 0.8514 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2747 0.8984 0.8514 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2887 0.8984 0.8514 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2939 0.8984 0.8506 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2878 0.8906 0.8409 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2793 0.9004 0.8555 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2752 0.8945 0.8457 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2771 0.8945 0.8448 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 93 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .80K9R9TGXHBEQDZ5O73O, 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 5 and 94: 23.798357009887695. Interpolating between 5 and 94 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2789 0.8926 0.8451 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2409 0.8965 0.8499 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2502 0.8926 0.8424 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3131 0.8828 0.8225 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3737 0.8652 0.7903 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3213 0.8945 0.8525 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2515 0.8965 0.8579 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2372 0.9004 0.8610 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2520 0.9023 0.8611 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 94 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .82LANWBA91R1Y29ROZCO, 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 5 and 95: 21.116363525390625. Interpolating between 5 and 95 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2649 0.9043 0.8643 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2538 0.9043 0.8650 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2477 0.9043 0.8643 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2462 0.9023 0.8619 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2467 0.9023 0.8619 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2479 0.9043 0.8635 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2497 0.9004 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2553 0.8984 0.8523 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2661 0.8965 0.8490 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 95 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .CCOF5WWDSTTCJ16XLIL5, 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 5 and 96: 21.35753059387207. Interpolating between 5 and 96 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2803 0.9004 0.8555 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2738 0.8984 0.8531 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2798 0.9004 0.8571 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2952 0.8984 0.8531 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3031 0.9004 0.8555 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2957 0.8984 0.8514 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2840 0.9004 0.8539 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2779 0.8984 0.8506 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2781 0.8945 0.8448 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 96 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .GOPCBXJKQ2N7E77UILVR, 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 5 and 97: 21.977737426757812. Interpolating between 5 and 97 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2618 0.8984 0.8531 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2484 0.8906 0.8444 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2465 0.8984 0.8571 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2515 0.8965 0.8556 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2553 0.8965 0.8556 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2545 0.8945 0.8533 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2541 0.8984 0.8564 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2577 0.9004 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2672 0.8926 0.8442 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 97 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .7UYRBKFFR5L5NWYYKMWJ, 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 5 and 98: 20.986583709716797. Interpolating between 5 and 98 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2600 0.9023 0.8588 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2441 0.8984 0.8539 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2375 0.8965 0.8524 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2381 0.8984 0.8564 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2409 0.8965 0.8540 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2428 0.8945 0.8508 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2453 0.8965 0.8524 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2513 0.8984 0.8539 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2635 0.8984 0.8523 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 98 Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Encountered Error: connectivity/bert_ft_qqp-5 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-5.pt Creating .VFS0S7UG5ZGPMRE0WZ64, 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 5 and 99: 23.460039138793945. Interpolating between 5 and 99 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2396 0.9062 0.8659 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2187 0.9082 0.8661 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2336 0.9043 0.8604 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2806 0.8945 0.8466 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3025 0.8945 0.8475 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2705 0.8965 0.8524 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2506 0.8945 0.8508 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2508 0.8926 0.8468 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2631 0.8945 0.8475 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2831 0.8965 0.8481 Completed interpolation from 5 to 99 Creating .F4040O38YSNW6B1SBUAU, for loading in git data Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .RFUOQYFZMT0YZ10RL3VI, for loading in git data Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Euclidean distance between 6 and 7: 23.835832595825195. Interpolating between 6 and 7 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2737 0.9023 0.8626 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2296 0.9004 0.8595 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2454 0.9023 0.8619 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3561 0.8984 0.8564 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.5531 0.7852 0.7639 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.5674 0.6348 0.6569 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3626 0.8164 0.7902 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2393 0.9004 0.8709 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2301 0.9004 0.8618 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 7 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .MO19O3OG5DF2J137I3OU, for loading in git data Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.pt Euclidean distance between 6 and 8: 20.844335556030273. Interpolating between 6 and 8 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2789 0.9043 0.8627 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2689 0.9062 0.8652 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2648 0.9043 0.8627 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2653 0.8984 0.8564 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2663 0.9043 0.8672 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2650 0.9004 0.8618 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2632 0.8965 0.8540 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2632 0.8926 0.8459 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2688 0.8945 0.8483 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 8 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .KIO2F1LXEAA8MNO9JEDL, for loading in git data Encountered Error: connectivity/bert_ft_qqp-9 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-9.pt Euclidean distance between 6 and 9: 20.979520797729492. Interpolating between 6 and 9 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2955 0.8965 0.8481 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2757 0.8984 0.8514 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2659 0.8906 0.8427 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2625 0.8965 0.8524 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2608 0.9004 0.8587 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2593 0.8965 0.8532 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2590 0.8945 0.8500 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2612 0.8984 0.8547 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2675 0.8984 0.8531 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 9 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .VHKGPR6F280D0TJGSQDA, for loading in git data Encountered Error: connectivity/bert_ft_qqp-10 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-10.pt Euclidean distance between 6 and 10: 21.557889938354492. Interpolating between 6 and 10 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2741 0.9004 0.8571 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2729 0.8945 0.8483 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2819 0.8926 0.8459 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2901 0.8887 0.8412 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2883 0.8887 0.8421 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2800 0.8887 0.8421 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2721 0.8926 0.8493 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2663 0.8965 0.8524 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2677 0.8984 0.8531 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 10 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .O2KFOTQUMOB05QYYK5EH, for loading in git data Encountered Error: connectivity/bert_ft_qqp-11 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-11.pt Euclidean distance between 6 and 11: 23.650732040405273. Interpolating between 6 and 11 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2482 0.9121 0.8739 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2174 0.9121 0.8747 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2328 0.9141 0.8811 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2860 0.9043 0.8721 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3032 0.8945 0.8629 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2616 0.8965 0.8645 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2292 0.8984 0.8639 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2264 0.8984 0.8610 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2425 0.8887 0.8412 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 11 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .KD07P6LIN0X32H364ED4, for loading in git data Encountered Error: connectivity/bert_ft_qqp-12 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-12.pt Euclidean distance between 6 and 12: 23.58038902282715. Interpolating between 6 and 12 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2583 0.9023 0.8626 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2294 0.8945 0.8508 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2324 0.8984 0.8579 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2618 0.9004 0.8640 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2739 0.8926 0.8571 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2547 0.9023 0.8705 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2381 0.9043 0.8714 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2356 0.9004 0.8625 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2488 0.8945 0.8508 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 12 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .HFZ3TO7L5YLOG85WON1H, for loading in git data Encountered Error: connectivity/bert_ft_qqp-13 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-13.pt Euclidean distance between 6 and 13: 22.667438507080078. Interpolating between 6 and 13 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2508 0.9004 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2428 0.8965 0.8490 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2470 0.8926 0.8451 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2531 0.9004 0.8563 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2502 0.8965 0.8540 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2433 0.8965 0.8540 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2407 0.8926 0.8485 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2431 0.9004 0.8579 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2547 0.8984 0.8539 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 13 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .1ESJ2EARTULFN2XJ8W5E, 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 Euclidean distance between 6 and 14: 21.00393295288086. Interpolating between 6 and 14 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2697 0.8906 0.8418 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2646 0.8887 0.8394 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2641 0.8906 0.8436 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2656 0.8945 0.8500 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2655 0.8965 0.8540 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2626 0.9004 0.8595 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2599 0.8984 0.8556 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2596 0.8945 0.8483 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2666 0.8965 0.8499 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 14 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .QZQI89093AEOIAXFQCNT, 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 Euclidean distance between 6 and 15: 20.621606826782227. Interpolating between 6 and 15 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2751 0.8984 0.8531 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2619 0.9004 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2525 0.9004 0.8571 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2474 0.9023 0.8611 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2467 0.8984 0.8556 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2476 0.8984 0.8556 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2492 0.9023 0.8596 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2540 0.9023 0.8596 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2643 0.8965 0.8499 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 15 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .EPFYT3O3ULIG6W4KDRKT, 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 6 and 16: 21.661399841308594. Interpolating between 6 and 16 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2570 0.8984 0.8523 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2533 0.9004 0.8555 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2598 0.8965 0.8507 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2712 0.9004 0.8579 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2751 0.8926 0.8468 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2715 0.8984 0.8547 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2649 0.8945 0.8492 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2632 0.8906 0.8427 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2674 0.8965 0.8507 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 16 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .6L9CZ0BPI7IV54VMT9K8, 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 6 and 17: 23.780414581298828. Interpolating between 6 and 17 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2627 0.8984 0.8539 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2293 0.8984 0.8539 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2541 0.8945 0.8457 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3561 0.8809 0.8232 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4905 0.8027 0.7624 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4587 0.7402 0.7212 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3081 0.8613 0.8314 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2389 0.9004 0.8689 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2354 0.9023 0.8641 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 17 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .O4WWHC93MMS2UTM229O7, 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 6 and 18: 20.97308349609375. Interpolating between 6 and 18 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2660 0.9082 0.8653 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2496 0.9062 0.8636 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2408 0.9023 0.8588 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2377 0.8926 0.8468 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2374 0.8926 0.8476 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2377 0.8926 0.8476 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2398 0.8965 0.8540 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2460 0.9004 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2588 0.8965 0.8507 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 18 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .77T03C587151HK0PN7VC, 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 6 and 19: 21.049713134765625. Interpolating between 6 and 19 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2413 0.9160 0.8789 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2372 0.9219 0.8876 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2380 0.9199 0.8845 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2422 0.9141 0.8771 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2454 0.9180 0.8827 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2483 0.9121 0.8739 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2520 0.9062 0.8652 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2590 0.8965 0.8499 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2676 0.8984 0.8523 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 19 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .DPYXDG9CZDE1O06DJAEP, 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 6 and 20: 21.457143783569336. Interpolating between 6 and 20 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.3046 0.8945 0.8483 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2808 0.8965 0.8507 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2731 0.9004 0.8571 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2756 0.9004 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2764 0.8984 0.8556 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2728 0.8984 0.8547 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2684 0.9004 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2673 0.8945 0.8492 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2702 0.8926 0.8442 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 20 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .0WMLQVQCEAAZCOX6NOA1, 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 6 and 21: 21.057809829711914. Interpolating between 6 and 21 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2625 0.9062 0.8629 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2691 0.9062 0.8644 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2897 0.9062 0.8644 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3090 0.9023 0.8596 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3131 0.8984 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3021 0.9023 0.8611 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2862 0.9023 0.8603 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2757 0.9023 0.8596 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2736 0.8965 0.8499 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 21 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .Z80EHJTBH2ZWZM4GHEMP, 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 6 and 22: 23.80390739440918. Interpolating between 6 and 22 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2524 0.9023 0.8603 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2209 0.9062 0.8667 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2418 0.8984 0.8547 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3291 0.9023 0.8611 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4314 0.9082 0.8773 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3718 0.8574 0.8232 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2512 0.8984 0.8680 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2199 0.9102 0.8789 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2343 0.8965 0.8540 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 22 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .CFFH38FAXUHVU7ITLW2A, 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 6 and 23: 23.28588104248047. Interpolating between 6 and 23 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2479 0.8926 0.8468 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2224 0.8984 0.8556 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2258 0.9043 0.8658 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2513 0.9043 0.8693 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2642 0.9043 0.8707 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2491 0.9043 0.8707 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2337 0.9043 0.8693 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2323 0.9004 0.8633 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2467 0.8945 0.8492 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 23 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .HS0OGCZWVPOHHMBSFAUH, 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 6 and 24: 21.026887893676758. Interpolating between 6 and 24 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2749 0.9102 0.8701 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2689 0.9141 0.8764 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2670 0.9121 0.8739 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2667 0.9102 0.8722 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2646 0.9102 0.8722 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2592 0.9102 0.8729 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2549 0.9082 0.8698 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2567 0.9062 0.8652 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2651 0.8984 0.8523 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 24 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .Z2T7J66SNUDGEZ56EX2A, 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 6 and 25: 20.948211669921875. Interpolating between 6 and 25 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2720 0.9043 0.8612 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2848 0.8965 0.8490 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.3095 0.8926 0.8424 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3482 0.8945 0.8448 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3717 0.8906 0.8382 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3468 0.8926 0.8415 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3117 0.8926 0.8424 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2886 0.8965 0.8490 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2793 0.8945 0.8466 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 25 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .Y1D1V2KDQ8QKM4K4KLC3, 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 6 and 26: 21.02877426147461. Interpolating between 6 and 26 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2654 0.9160 0.8768 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2505 0.9102 0.8708 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2438 0.9043 0.8635 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2440 0.9023 0.8611 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2462 0.9004 0.8603 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2470 0.8984 0.8579 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2486 0.8965 0.8540 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2534 0.9004 0.8579 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2635 0.8965 0.8507 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 26 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .B9R5E7K85UA19L4CZVAC, 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 6 and 27: 21.33116912841797. Interpolating between 6 and 27 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2438 0.9141 0.8757 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2299 0.9082 0.8683 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2252 0.9023 0.8619 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2289 0.9043 0.8665 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2341 0.9023 0.8649 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2375 0.9062 0.8703 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2409 0.9043 0.8672 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2467 0.9082 0.8698 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2592 0.9004 0.8563 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 27 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .4WK49MSTBRJYQAL1H2HN, 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 6 and 28: 21.070463180541992. Interpolating between 6 and 28 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2829 0.9004 0.8539 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2838 0.9004 0.8539 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2911 0.8926 0.8433 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2950 0.8926 0.8442 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2924 0.8887 0.8394 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2840 0.8906 0.8418 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2760 0.8906 0.8418 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2717 0.8926 0.8433 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2735 0.8965 0.8499 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 28 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .IN2L0THZ92DKC9A5CF67, 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 6 and 29: 21.061079025268555. Interpolating between 6 and 29 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2713 0.8926 0.8451 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2702 0.8965 0.8507 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2772 0.8965 0.8507 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2845 0.9004 0.8563 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2844 0.8965 0.8507 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2794 0.8984 0.8539 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2738 0.8965 0.8499 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2723 0.8965 0.8499 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2736 0.8945 0.8457 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 29 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .MJLM85642WGYURX17TQ6, 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 6 and 30: 21.33480453491211. Interpolating between 6 and 30 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2647 0.8945 0.8475 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2486 0.8965 0.8507 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2413 0.9023 0.8596 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2396 0.9004 0.8587 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2404 0.9043 0.8650 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2415 0.9004 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2449 0.9004 0.8579 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2508 0.8984 0.8547 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2613 0.8965 0.8499 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 30 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .ABW5N02EAOORQ43XB7E4, 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 6 and 31: 23.77619743347168. Interpolating between 6 and 31 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2659 0.8965 0.8556 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2328 0.9004 0.8587 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2619 0.8906 0.8409 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3710 0.8906 0.8400 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4974 0.8125 0.7885 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4571 0.7539 0.7375 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3061 0.8633 0.8341 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2324 0.9043 0.8747 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2322 0.9023 0.8649 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 31 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .OMCITDJBC3PWKZLO4CDX, 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 6 and 32: 20.73122787475586. Interpolating between 6 and 32 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2812 0.8984 0.8506 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2696 0.8926 0.8433 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2640 0.8906 0.8409 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2612 0.8887 0.8376 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2597 0.8906 0.8409 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2584 0.8887 0.8376 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2586 0.8906 0.8409 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2623 0.8867 0.8352 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2688 0.8926 0.8433 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 32 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .WB083AR1TLQXBQ538ORP, 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 6 and 33: 23.678234100341797. Interpolating between 6 and 33 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2714 0.8965 0.8490 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2295 0.8984 0.8523 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2353 0.9043 0.8658 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2843 0.8965 0.8630 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3107 0.8828 0.8515 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2755 0.8906 0.8593 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2370 0.8984 0.8667 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2305 0.9062 0.8717 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2450 0.8926 0.8468 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 33 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .981D5M6LXA08C7G1UC5Z, 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 6 and 34: 21.066795349121094. Interpolating between 6 and 34 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2622 0.9180 0.8827 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2511 0.9062 0.8674 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2470 0.9023 0.8626 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2471 0.9082 0.8712 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2472 0.9102 0.8743 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2478 0.9062 0.8696 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2482 0.9043 0.8665 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2518 0.8965 0.8515 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2621 0.8984 0.8523 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 34 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .AJY56O6CJ1KGX4I9YEIS, 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 6 and 35: 20.71678924560547. Interpolating between 6 and 35 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2862 0.9062 0.8629 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2721 0.9043 0.8596 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2617 0.8984 0.8523 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2552 0.8984 0.8531 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2516 0.8984 0.8531 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2497 0.8965 0.8507 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2505 0.9004 0.8563 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2554 0.8984 0.8523 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2652 0.8984 0.8523 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 35 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .OIAK5CNGTGJC7CG8VUUA, 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 6 and 36: 20.997159957885742. Interpolating between 6 and 36 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2970 0.8965 0.8499 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2777 0.8906 0.8444 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2653 0.8926 0.8476 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2591 0.8906 0.8453 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2552 0.8906 0.8462 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2517 0.9023 0.8619 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2520 0.9023 0.8611 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2558 0.8965 0.8507 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2648 0.8926 0.8442 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 36 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .KF30MWN2BDF0R33UUW1H, 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 6 and 37: 21.43010711669922. Interpolating between 6 and 37 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2830 0.8906 0.8372 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2619 0.8965 0.8481 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2545 0.9023 0.8588 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2549 0.9023 0.8603 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2556 0.8965 0.8532 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2564 0.8984 0.8564 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2582 0.8945 0.8500 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2612 0.8984 0.8539 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2680 0.8984 0.8531 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 37 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .QPK7VVAKMCBNC9UTX78I, 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 6 and 38: 20.703184127807617. Interpolating between 6 and 38 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2546 0.9160 0.8796 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2476 0.9141 0.8778 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2459 0.9082 0.8691 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2478 0.9043 0.8643 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2496 0.9043 0.8650 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2517 0.9023 0.8619 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2547 0.9023 0.8611 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2601 0.8926 0.8451 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2682 0.8945 0.8475 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 38 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .6P7K98GIJEZKH8JIEVPL, 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 6 and 39: 20.912336349487305. Interpolating between 6 and 39 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2795 0.8984 0.8497 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2798 0.9004 0.8530 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2829 0.9004 0.8530 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2854 0.8984 0.8506 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2823 0.8887 0.8376 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2729 0.8906 0.8400 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2653 0.8945 0.8457 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2651 0.8965 0.8490 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2694 0.8945 0.8466 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 39 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Creating .BPK02G06FY2JVQT0DMGK, 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 6 and 40: 21.842626571655273. Interpolating between 6 and 40 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2701 0.9023 0.8596 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2467 0.9062 0.8659 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2398 0.8945 0.8492 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2424 0.8965 0.8524 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2445 0.8906 0.8453 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2441 0.9004 0.8603 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2438 0.9004 0.8610 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2478 0.9004 0.8595 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2585 0.8965 0.8507 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 40 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 41: 21.118881225585938. Interpolating between 6 and 41 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2966 0.8965 0.8507 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2837 0.9004 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2815 0.9004 0.8579 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2819 0.9004 0.8595 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2777 0.9004 0.8587 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2724 0.8945 0.8492 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2672 0.8945 0.8492 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2648 0.8945 0.8475 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2688 0.8945 0.8475 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 41 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 42: 21.125028610229492. Interpolating between 6 and 42 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2737 0.9023 0.8603 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2641 0.8984 0.8556 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2617 0.8965 0.8532 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2607 0.8965 0.8540 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2601 0.9004 0.8603 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2578 0.9023 0.8634 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2553 0.8965 0.8540 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2565 0.9004 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2640 0.8945 0.8466 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 42 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 43: 20.68379783630371. Interpolating between 6 and 43 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2766 0.9004 0.8513 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2596 0.8926 0.8397 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2496 0.8945 0.8430 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2451 0.8906 0.8391 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2433 0.8906 0.8400 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2440 0.8926 0.8442 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2471 0.8965 0.8507 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2528 0.8965 0.8499 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2630 0.8945 0.8466 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 43 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 44: 21.09714698791504. Interpolating between 6 and 44 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2800 0.8965 0.8490 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2609 0.8926 0.8459 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2510 0.8887 0.8412 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2474 0.8965 0.8540 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2475 0.9004 0.8603 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2474 0.9043 0.8665 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2485 0.9023 0.8634 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2519 0.8926 0.8468 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2615 0.8984 0.8539 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 44 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 45: 20.880970001220703. Interpolating between 6 and 45 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2428 0.9121 0.8739 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2327 0.9121 0.8753 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2286 0.9082 0.8698 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2295 0.9043 0.8650 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2330 0.9062 0.8689 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2363 0.9062 0.8696 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2395 0.9082 0.8712 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2461 0.9043 0.8643 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2596 0.8965 0.8507 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 45 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 46: 20.899089813232422. Interpolating between 6 and 46 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2870 0.9023 0.8563 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2717 0.8945 0.8448 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2612 0.9004 0.8555 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2552 0.9004 0.8563 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2530 0.9043 0.8627 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2532 0.8965 0.8490 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2547 0.8945 0.8457 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2588 0.8945 0.8457 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2666 0.8965 0.8490 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 46 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 47: 22.510038375854492. Interpolating between 6 and 47 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2629 0.8965 0.8507 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2547 0.8945 0.8483 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2571 0.8945 0.8500 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2694 0.9004 0.8603 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2764 0.8926 0.8509 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2695 0.8965 0.8571 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2594 0.8984 0.8602 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2539 0.8984 0.8579 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2591 0.8965 0.8515 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 47 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 48: 21.246932983398438. Interpolating between 6 and 48 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2577 0.9102 0.8701 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2490 0.9062 0.8644 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2492 0.9023 0.8611 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2555 0.9043 0.8665 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2587 0.9062 0.8696 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2559 0.9062 0.8696 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2523 0.9102 0.8743 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2543 0.9023 0.8619 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2621 0.8984 0.8531 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 48 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 49: 20.759449005126953. Interpolating between 6 and 49 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2913 0.9004 0.8563 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2739 0.9023 0.8588 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2628 0.9023 0.8588 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2562 0.8926 0.8451 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2509 0.8945 0.8483 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2481 0.8965 0.8515 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2477 0.8984 0.8523 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2518 0.8984 0.8523 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2626 0.8984 0.8523 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 49 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 50: 20.580488204956055. Interpolating between 6 and 50 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2648 0.9062 0.8644 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2563 0.9062 0.8652 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2518 0.9043 0.8635 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2493 0.9062 0.8667 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2491 0.9023 0.8611 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2506 0.9023 0.8611 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2540 0.9004 0.8563 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2598 0.8965 0.8499 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2681 0.8965 0.8490 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 50 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 51: 21.06186294555664. Interpolating between 6 and 51 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2786 0.9004 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2619 0.8984 0.8539 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2520 0.8926 0.8468 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2479 0.8926 0.8476 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2457 0.8945 0.8500 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2460 0.8965 0.8515 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2459 0.8965 0.8524 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2516 0.8965 0.8515 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2621 0.8965 0.8499 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 51 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 52: 21.096981048583984. Interpolating between 6 and 52 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2829 0.9082 0.8676 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2648 0.9102 0.8708 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2550 0.9062 0.8659 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2514 0.9004 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2493 0.9023 0.8619 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2479 0.8965 0.8524 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2480 0.9004 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2513 0.9043 0.8620 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2624 0.8965 0.8499 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 52 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 53: 23.764419555664062. Interpolating between 6 and 53 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2775 0.9004 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2416 0.8965 0.8481 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2573 0.8887 0.8357 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3358 0.8789 0.8155 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4056 0.8555 0.7861 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3297 0.8770 0.8397 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2414 0.8984 0.8667 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2225 0.9062 0.8737 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2377 0.8926 0.8476 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 53 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 54: 20.930370330810547. Interpolating between 6 and 54 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2941 0.9023 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2842 0.8984 0.8506 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2802 0.8945 0.8466 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2777 0.8984 0.8531 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2746 0.8945 0.8475 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2711 0.9004 0.8563 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2689 0.9023 0.8596 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2680 0.9004 0.8563 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2712 0.8965 0.8499 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 54 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 55: 20.830595016479492. Interpolating between 6 and 55 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2886 0.9043 0.8571 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2730 0.8945 0.8439 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2640 0.8965 0.8481 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2599 0.8945 0.8466 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2581 0.8926 0.8442 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2572 0.8945 0.8475 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2573 0.8887 0.8385 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2592 0.8945 0.8466 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2659 0.8984 0.8523 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 55 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 56: 21.378541946411133. Interpolating between 6 and 56 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2670 0.9082 0.8646 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2444 0.9043 0.8612 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2374 0.9023 0.8588 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2404 0.8965 0.8532 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2438 0.9004 0.8603 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2453 0.9043 0.8665 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2476 0.9082 0.8705 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2523 0.8984 0.8556 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2621 0.8945 0.8475 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 56 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 57: 21.560319900512695. Interpolating between 6 and 57 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2973 0.9023 0.8571 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2677 0.9004 0.8547 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2531 0.8945 0.8475 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2500 0.8945 0.8483 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2500 0.8906 0.8453 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2488 0.8945 0.8516 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2489 0.8984 0.8556 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2518 0.9004 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2615 0.8965 0.8507 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 57 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 58: 21.106163024902344. Interpolating between 6 and 58 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2750 0.9043 0.8635 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2807 0.9023 0.8603 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2947 0.8984 0.8539 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3090 0.8945 0.8483 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3097 0.8965 0.8499 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3002 0.8965 0.8499 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2889 0.8926 0.8442 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2801 0.8965 0.8490 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2769 0.8965 0.8490 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 58 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 59: 21.049495697021484. Interpolating between 6 and 59 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2769 0.9023 0.8555 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2618 0.9043 0.8612 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2553 0.9023 0.8588 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2543 0.9043 0.8627 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2547 0.9004 0.8571 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2552 0.8965 0.8515 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2565 0.9004 0.8555 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2603 0.9004 0.8555 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2675 0.8965 0.8499 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 59 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 60: 21.49030876159668. Interpolating between 6 and 60 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2734 0.9043 0.8612 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2635 0.9023 0.8603 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2615 0.9062 0.8667 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2635 0.9062 0.8667 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2635 0.9082 0.8705 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2607 0.9082 0.8698 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2588 0.8984 0.8556 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2613 0.8965 0.8515 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2675 0.9004 0.8563 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 60 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 61: 23.879802703857422. Interpolating between 6 and 61 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2878 0.8906 0.8427 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2427 0.8945 0.8475 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2643 0.8906 0.8400 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3784 0.8945 0.8492 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.5114 0.7285 0.6585 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4406 0.7520 0.7209 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2772 0.8770 0.8460 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2296 0.9062 0.8750 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2392 0.8984 0.8579 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 61 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 62: 21.04165267944336. Interpolating between 6 and 62 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2706 0.9082 0.8661 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2540 0.9102 0.8708 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2476 0.9043 0.8635 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2465 0.9004 0.8595 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2479 0.9043 0.8658 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2484 0.9043 0.8665 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2484 0.9023 0.8619 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2523 0.9004 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2621 0.8945 0.8475 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 62 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 63: 23.699283599853516. Interpolating between 6 and 63 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2593 0.9043 0.8635 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2175 0.9062 0.8667 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2331 0.9023 0.8656 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2999 0.9082 0.8786 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3321 0.8906 0.8586 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2764 0.8945 0.8622 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2346 0.8945 0.8594 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2296 0.9004 0.8633 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2444 0.8945 0.8492 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 63 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 64: 21.419292449951172. Interpolating between 6 and 64 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.3001 0.8965 0.8490 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2771 0.8984 0.8514 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2672 0.8926 0.8442 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2649 0.8945 0.8475 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2606 0.8887 0.8385 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2545 0.8926 0.8451 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2497 0.8945 0.8492 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2492 0.8926 0.8442 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2605 0.8926 0.8442 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 64 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 65: 21.354156494140625. Interpolating between 6 and 65 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2821 0.9023 0.8588 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2641 0.9043 0.8635 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2585 0.9023 0.8641 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2594 0.8984 0.8595 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2599 0.8984 0.8595 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2576 0.8945 0.8541 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2543 0.8945 0.8533 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2542 0.9004 0.8587 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2626 0.8965 0.8507 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 65 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 66: 20.84078598022461. Interpolating between 6 and 66 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.3006 0.9043 0.8612 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2842 0.9004 0.8563 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2713 0.9023 0.8596 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2637 0.9004 0.8563 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2589 0.8945 0.8483 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2571 0.8984 0.8539 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2579 0.8926 0.8451 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2611 0.8926 0.8451 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2681 0.8965 0.8490 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 66 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 67: 21.14116096496582. Interpolating between 6 and 67 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2699 0.9023 0.8571 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2557 0.9062 0.8644 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2511 0.9043 0.8620 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2519 0.9023 0.8611 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2537 0.9004 0.8579 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2553 0.8945 0.8500 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2580 0.8945 0.8492 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2614 0.8926 0.8451 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2686 0.8945 0.8466 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 67 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 68: 23.85708999633789. Interpolating between 6 and 68 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2647 0.8945 0.8516 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2330 0.8965 0.8532 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2489 0.8926 0.8451 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3284 0.8828 0.8295 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4189 0.8867 0.8457 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3631 0.8789 0.8426 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2491 0.9023 0.8698 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2169 0.9004 0.8640 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2352 0.8887 0.8421 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 68 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 69: 23.805418014526367. Interpolating between 6 and 69 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2354 0.9043 0.8650 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2181 0.9062 0.8652 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2459 0.9023 0.8596 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3327 0.9004 0.8603 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4227 0.8828 0.8515 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3808 0.8223 0.7946 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2713 0.8848 0.8550 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2267 0.9062 0.8750 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2343 0.8984 0.8579 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 69 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 70: 23.25259780883789. Interpolating between 6 and 70 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2674 0.8984 0.8514 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2360 0.8906 0.8409 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2363 0.8906 0.8444 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2601 0.8926 0.8533 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2702 0.8887 0.8504 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2548 0.8906 0.8526 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2412 0.8945 0.8564 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2397 0.9023 0.8649 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2519 0.8965 0.8515 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 70 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 71: 20.771194458007812. Interpolating between 6 and 71 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2952 0.9004 0.8513 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2798 0.8984 0.8497 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2707 0.8945 0.8448 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2658 0.8906 0.8400 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2628 0.8926 0.8433 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2592 0.8906 0.8409 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2563 0.8887 0.8376 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2577 0.8945 0.8475 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2649 0.8926 0.8433 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 71 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 72: 21.128732681274414. Interpolating between 6 and 72 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.3119 0.8867 0.8352 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2865 0.8867 0.8343 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2738 0.8848 0.8329 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2702 0.8848 0.8347 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2691 0.8848 0.8366 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2666 0.8867 0.8398 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2634 0.8906 0.8444 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2632 0.8926 0.8459 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2686 0.8926 0.8451 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 72 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 73: 20.62252426147461. Interpolating between 6 and 73 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2635 0.9043 0.8604 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2529 0.9023 0.8588 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2469 0.8984 0.8531 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2448 0.8965 0.8507 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2443 0.8965 0.8515 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2443 0.8965 0.8515 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2453 0.9004 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2511 0.8984 0.8539 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2631 0.8965 0.8499 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 73 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 74: 20.785629272460938. Interpolating between 6 and 74 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2692 0.9043 0.8596 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2593 0.9023 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2529 0.9004 0.8539 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2500 0.9023 0.8580 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2496 0.8965 0.8499 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2503 0.8965 0.8499 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2534 0.8984 0.8531 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2589 0.9004 0.8555 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2673 0.8965 0.8490 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 74 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 75: 20.786582946777344. Interpolating between 6 and 75 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2836 0.9004 0.8555 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2738 0.9023 0.8588 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2675 0.9004 0.8563 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2640 0.9043 0.8620 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2629 0.9023 0.8588 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2608 0.8984 0.8531 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2591 0.9004 0.8547 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2612 0.8965 0.8499 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2677 0.8965 0.8499 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 75 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 76: 21.99138832092285. Interpolating between 6 and 76 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2427 0.9121 0.8703 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2345 0.9121 0.8711 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2362 0.9082 0.8669 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2474 0.9160 0.8809 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2491 0.9121 0.8760 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2443 0.9121 0.8774 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2417 0.9141 0.8804 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2452 0.9043 0.8643 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2581 0.8965 0.8507 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 76 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 77: 21.17848777770996. Interpolating between 6 and 77 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2759 0.8945 0.8448 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2751 0.8984 0.8514 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2797 0.8965 0.8490 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2860 0.8945 0.8466 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2863 0.8906 0.8391 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2809 0.8887 0.8357 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2746 0.8945 0.8448 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2715 0.8926 0.8433 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2733 0.8984 0.8523 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 77 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 78: 23.7142276763916. Interpolating between 6 and 78 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2432 0.8984 0.8571 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2175 0.9062 0.8689 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2273 0.9102 0.8763 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2731 0.9023 0.8705 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3038 0.8750 0.8416 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2779 0.8828 0.8492 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2390 0.9004 0.8682 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2320 0.9043 0.8686 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2446 0.8945 0.8508 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 78 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 79: 20.658855438232422. Interpolating between 6 and 79 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2651 0.9043 0.8620 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2530 0.9023 0.8596 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2473 0.9043 0.8627 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2452 0.9062 0.8667 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2443 0.9082 0.8683 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2441 0.9062 0.8652 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2465 0.9023 0.8596 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2530 0.8965 0.8499 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2634 0.8984 0.8514 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 79 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 80: 21.033952713012695. Interpolating between 6 and 80 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2495 0.9121 0.8747 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2541 0.9102 0.8715 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2656 0.9102 0.8715 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2762 0.9062 0.8659 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2786 0.9004 0.8579 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2753 0.9023 0.8588 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2698 0.8984 0.8523 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2680 0.8965 0.8499 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2707 0.8965 0.8499 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 80 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 81: 20.908029556274414. Interpolating between 6 and 81 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2654 0.9141 0.8736 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2552 0.9121 0.8718 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2502 0.9023 0.8588 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2494 0.8984 0.8539 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2503 0.8965 0.8515 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2512 0.9004 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2523 0.9023 0.8611 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2559 0.9004 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2655 0.8965 0.8499 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 81 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 82: 23.351713180541992. Interpolating between 6 and 82 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2423 0.9062 0.8652 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2179 0.9082 0.8676 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2226 0.9102 0.8729 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2470 0.9004 0.8618 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2602 0.8984 0.8610 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2501 0.9004 0.8647 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2406 0.8984 0.8610 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2413 0.9023 0.8649 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2527 0.8945 0.8492 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 82 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 83: 20.845396041870117. Interpolating between 6 and 83 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2504 0.9102 0.8708 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2457 0.9023 0.8588 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2458 0.8984 0.8539 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2480 0.8926 0.8451 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2501 0.8926 0.8451 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2510 0.8926 0.8459 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2525 0.8965 0.8499 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2559 0.8926 0.8442 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2654 0.8945 0.8466 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 83 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 84: 21.618141174316406. Interpolating between 6 and 84 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2696 0.9043 0.8643 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2608 0.9023 0.8626 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2628 0.8945 0.8508 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2685 0.8965 0.8532 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2707 0.8945 0.8492 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2671 0.8965 0.8524 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2616 0.8965 0.8524 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2604 0.8984 0.8539 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2649 0.8965 0.8507 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 84 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 85: 20.63421630859375. Interpolating between 6 and 85 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2815 0.9023 0.8588 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2706 0.9004 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2629 0.9023 0.8603 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2582 0.9023 0.8611 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2551 0.9004 0.8595 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2525 0.9004 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2521 0.8984 0.8547 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2563 0.8984 0.8531 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2651 0.8984 0.8523 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 85 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 86: 21.786035537719727. Interpolating between 6 and 86 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2732 0.8945 0.8439 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2523 0.8945 0.8475 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2390 0.8945 0.8500 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2385 0.8984 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2415 0.8984 0.8595 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2434 0.9004 0.8633 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2438 0.8984 0.8602 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2476 0.9004 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2586 0.8945 0.8483 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 86 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 87: 20.835878372192383. Interpolating between 6 and 87 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2961 0.8965 0.8490 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2822 0.8906 0.8400 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2736 0.8906 0.8409 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2687 0.8887 0.8385 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2650 0.8887 0.8385 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2620 0.8906 0.8427 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2606 0.8945 0.8466 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2632 0.8945 0.8466 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2696 0.8945 0.8457 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 87 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 88: 21.110864639282227. Interpolating between 6 and 88 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2471 0.9121 0.8732 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2413 0.9082 0.8683 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2411 0.9102 0.8722 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2445 0.9043 0.8658 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2475 0.9004 0.8595 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2493 0.9023 0.8619 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2503 0.9043 0.8635 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2550 0.9004 0.8563 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2647 0.8965 0.8499 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 88 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 89: 20.9267578125. Interpolating between 6 and 89 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2648 0.9023 0.8596 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2553 0.9004 0.8579 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2500 0.8965 0.8540 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2488 0.8965 0.8548 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2485 0.8926 0.8501 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2476 0.9043 0.8658 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2481 0.8984 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2518 0.9023 0.8611 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2620 0.8965 0.8499 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 89 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 90: 20.855670928955078. Interpolating between 6 and 90 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2579 0.9062 0.8659 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2453 0.9043 0.8627 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2399 0.9062 0.8674 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2393 0.8984 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2398 0.8984 0.8579 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2407 0.9043 0.8650 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2415 0.9043 0.8643 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2488 0.9004 0.8579 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2614 0.8945 0.8475 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 90 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 91: 20.93036460876465. Interpolating between 6 and 91 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2538 0.9023 0.8596 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2530 0.8984 0.8539 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2565 0.9004 0.8579 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2595 0.9023 0.8611 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2620 0.9004 0.8587 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2607 0.9023 0.8619 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2593 0.9043 0.8627 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2613 0.9004 0.8563 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2682 0.8926 0.8442 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 91 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 92: 22.88202476501465. Interpolating between 6 and 92 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2691 0.8867 0.8314 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2435 0.8867 0.8343 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2433 0.8906 0.8427 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2607 0.8984 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2695 0.8965 0.8540 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2613 0.8926 0.8485 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2503 0.8984 0.8556 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2478 0.9004 0.8587 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2577 0.8926 0.8459 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 92 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 93: 21.5523681640625. Interpolating between 6 and 93 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2733 0.9004 0.8530 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2769 0.8984 0.8506 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2912 0.8926 0.8415 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3056 0.8926 0.8415 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3035 0.8867 0.8333 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2873 0.8867 0.8333 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2738 0.8926 0.8424 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2679 0.9023 0.8588 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2691 0.9004 0.8547 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 93 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 94: 23.748458862304688. Interpolating between 6 and 94 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2789 0.8926 0.8451 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2392 0.8965 0.8490 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2578 0.8945 0.8439 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3507 0.8906 0.8391 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4376 0.8359 0.7801 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3701 0.8398 0.8048 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2609 0.8848 0.8514 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2285 0.9004 0.8668 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2382 0.8926 0.8493 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 94 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 95: 20.79056167602539. Interpolating between 6 and 95 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2649 0.9043 0.8643 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2570 0.9023 0.8619 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2542 0.9023 0.8619 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2527 0.9004 0.8579 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2514 0.8984 0.8556 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2520 0.8965 0.8524 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2519 0.8984 0.8547 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2558 0.9023 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2645 0.9004 0.8555 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 95 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 96: 21.06374168395996. Interpolating between 6 and 96 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2803 0.9004 0.8555 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2870 0.8984 0.8523 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.3054 0.8965 0.8490 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3279 0.8945 0.8466 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3310 0.8945 0.8466 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3113 0.8965 0.8499 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2920 0.8887 0.8385 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2818 0.8926 0.8442 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2779 0.8965 0.8499 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 96 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 97: 21.795019149780273. Interpolating between 6 and 97 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2618 0.8984 0.8531 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2469 0.8887 0.8412 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2435 0.8984 0.8571 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2464 0.9023 0.8641 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2477 0.9082 0.8726 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2471 0.9062 0.8696 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2479 0.9004 0.8610 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2510 0.8945 0.8516 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2615 0.8945 0.8492 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 97 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 98: 21.232606887817383. Interpolating between 6 and 98 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2600 0.9023 0.8588 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2468 0.8984 0.8539 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2418 0.8945 0.8500 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2438 0.8926 0.8485 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2468 0.8945 0.8525 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2479 0.9004 0.8618 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2488 0.8945 0.8533 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2515 0.8984 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2608 0.8926 0.8451 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 98 Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.pt Encountered Error: connectivity/bert_ft_qqp-6 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-6.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 6 and 99: 23.318622589111328. Interpolating between 6 and 99 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2396 0.9062 0.8659 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2177 0.9043 0.8612 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2218 0.9004 0.8579 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2461 0.9043 0.8658 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2520 0.9082 0.8726 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2383 0.9004 0.8603 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2300 0.8984 0.8579 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2349 0.8965 0.8548 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2502 0.8945 0.8483 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2787 0.8965 0.8490 Completed interpolation from 6 to 99 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.pt Euclidean distance between 7 and 8: 23.811777114868164. Interpolating between 7 and 8 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2789 0.9043 0.8627 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2358 0.8984 0.8579 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2346 0.8945 0.8586 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3100 0.8730 0.8411 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4373 0.8223 0.7946 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4258 0.8867 0.8449 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3050 0.8906 0.8418 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2360 0.8965 0.8515 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2317 0.9023 0.8626 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 8 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-9 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-9.pt Euclidean distance between 7 and 9: 23.693401336669922. Interpolating between 7 and 9 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2955 0.8965 0.8481 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2457 0.9043 0.8658 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2424 0.8965 0.8602 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3259 0.8828 0.8477 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4443 0.8887 0.8430 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4227 0.8535 0.7557 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3066 0.8867 0.8284 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2384 0.8984 0.8523 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2333 0.8984 0.8564 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 9 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-10 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-10.pt Euclidean distance between 7 and 10: 23.31233024597168. Interpolating between 7 and 10 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2741 0.9004 0.8571 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2382 0.9043 0.8672 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2281 0.9043 0.8707 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2820 0.9121 0.8806 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3695 0.8848 0.8228 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3445 0.8809 0.8135 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2679 0.8984 0.8506 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2277 0.9023 0.8596 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2331 0.9043 0.8650 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 10 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-11 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-11.pt Euclidean distance between 7 and 11: 20.965566635131836. Interpolating between 7 and 11 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2482 0.9121 0.8739 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2356 0.9082 0.8661 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2396 0.8984 0.8497 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2580 0.8965 0.8418 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2729 0.8926 0.8348 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2625 0.8984 0.8443 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2458 0.8984 0.8480 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2408 0.9082 0.8676 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2503 0.9082 0.8698 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 11 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-12 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-12.pt Euclidean distance between 7 and 12: 20.77994728088379. Interpolating between 7 and 12 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2583 0.9023 0.8626 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2380 0.9004 0.8587 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2387 0.8926 0.8442 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2532 0.8887 0.8348 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2630 0.8887 0.8328 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2550 0.8945 0.8430 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2424 0.9062 0.8652 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2391 0.9062 0.8674 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2499 0.9043 0.8650 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 12 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-13 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-13.pt Euclidean distance between 7 and 13: 22.3574275970459. Interpolating between 7 and 13 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2508 0.9004 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2216 0.9023 0.8588 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2213 0.9082 0.8669 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2762 0.8848 0.8218 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3484 0.8262 0.6833 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3196 0.8516 0.7516 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2626 0.8906 0.8343 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2363 0.9004 0.8547 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2424 0.8984 0.8556 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 13 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 Euclidean distance between 7 and 14: 23.753435134887695. Interpolating between 7 and 14 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2697 0.8906 0.8418 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2385 0.8945 0.8548 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2479 0.8867 0.8490 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3391 0.8633 0.8293 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4586 0.8770 0.8389 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4193 0.8594 0.7722 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2997 0.8848 0.8280 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2339 0.9043 0.8627 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2307 0.9023 0.8626 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 14 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 Euclidean distance between 7 and 15: 23.93172836303711. Interpolating between 7 and 15 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2751 0.8984 0.8531 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2332 0.9043 0.8693 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2369 0.9043 0.8734 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3329 0.8594 0.8310 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.5310 0.7305 0.7206 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.5280 0.8867 0.8557 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3500 0.8965 0.8490 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2454 0.9004 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2298 0.8984 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 15 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 Euclidean distance between 7 and 16: 23.19677734375. Interpolating between 7 and 16 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2570 0.8984 0.8523 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2213 0.9141 0.8791 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2193 0.9121 0.8794 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2704 0.9121 0.8787 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3561 0.8652 0.7837 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3399 0.8594 0.7707 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2713 0.8887 0.8319 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2329 0.9004 0.8555 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2365 0.8984 0.8556 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 16 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 17: 20.031810760498047. Interpolating between 7 and 17 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2627 0.8984 0.8539 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2629 0.8945 0.8475 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2669 0.8965 0.8490 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2715 0.8965 0.8490 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2704 0.9023 0.8588 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2620 0.9004 0.8555 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2550 0.9023 0.8596 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2539 0.9004 0.8587 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2599 0.8984 0.8564 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 17 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 18: 23.675655364990234. Interpolating between 7 and 18 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2660 0.9082 0.8653 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2187 0.9004 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2227 0.8867 0.8457 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2944 0.8887 0.8535 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3998 0.9043 0.8665 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3934 0.8711 0.7925 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2955 0.8809 0.8190 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2362 0.8945 0.8466 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2339 0.9004 0.8587 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 18 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 19: 23.764463424682617. Interpolating between 7 and 19 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2413 0.9160 0.8789 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2143 0.9180 0.8871 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2263 0.9082 0.8792 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3138 0.8770 0.8467 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4247 0.8633 0.8333 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3916 0.8848 0.8357 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2894 0.8945 0.8483 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2330 0.8965 0.8532 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2321 0.9023 0.8626 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 19 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 20: 23.451221466064453. Interpolating between 7 and 20 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.3046 0.8945 0.8483 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2507 0.8984 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2373 0.8965 0.8571 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3003 0.8984 0.8488 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4108 0.7812 0.5556 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3771 0.8340 0.7059 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2794 0.8926 0.8368 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2323 0.8984 0.8523 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2351 0.9004 0.8595 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 20 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 21: 23.944412231445312. Interpolating between 7 and 21 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2625 0.9062 0.8629 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2308 0.8984 0.8587 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2348 0.8965 0.8623 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3142 0.8770 0.8452 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4420 0.8379 0.8065 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4165 0.8730 0.8148 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3022 0.8867 0.8314 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2375 0.8945 0.8457 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2323 0.8984 0.8564 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 21 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 22: 20.272438049316406. Interpolating between 7 and 22 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2524 0.9023 0.8603 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2490 0.9043 0.8627 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2512 0.9043 0.8620 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2589 0.9043 0.8604 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2656 0.9023 0.8563 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2613 0.9043 0.8588 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2525 0.9102 0.8686 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2506 0.9062 0.8652 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2576 0.9043 0.8643 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 22 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 23: 21.419538497924805. Interpolating between 7 and 23 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2479 0.8926 0.8468 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2221 0.9004 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2249 0.8965 0.8490 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2576 0.8906 0.8323 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2920 0.8672 0.7848 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2810 0.8789 0.8098 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2490 0.8906 0.8363 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2346 0.9043 0.8612 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2435 0.9023 0.8619 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 23 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 24: 23.851465225219727. Interpolating between 7 and 24 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2749 0.9102 0.8701 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2334 0.8984 0.8587 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2334 0.9004 0.8668 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3358 0.8613 0.8322 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4767 0.7910 0.7689 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4287 0.8984 0.8653 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2985 0.9004 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2321 0.9004 0.8579 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2298 0.9004 0.8595 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 24 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 25: 23.904556274414062. Interpolating between 7 and 25 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2720 0.9043 0.8612 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2416 0.9004 0.8610 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2459 0.8965 0.8623 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3154 0.8672 0.8350 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4519 0.8281 0.7963 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4381 0.8633 0.7941 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3101 0.8848 0.8280 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2380 0.9004 0.8563 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2320 0.8984 0.8564 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 25 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 26: 23.71242332458496. Interpolating between 7 and 26 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2654 0.9160 0.8768 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2273 0.9023 0.8641 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2348 0.8965 0.8602 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3354 0.8828 0.8507 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4592 0.8887 0.8535 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4174 0.8672 0.7988 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2995 0.8887 0.8357 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2376 0.8965 0.8507 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2335 0.9023 0.8626 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 26 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 27: 23.561729431152344. Interpolating between 7 and 27 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2438 0.9141 0.8757 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2058 0.9102 0.8743 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2144 0.9082 0.8760 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2907 0.9043 0.8747 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3804 0.9023 0.8698 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3569 0.8848 0.8319 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2742 0.8965 0.8499 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2285 0.9023 0.8619 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2322 0.9004 0.8595 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 27 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 28: 23.783180236816406. Interpolating between 7 and 28 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2829 0.9004 0.8539 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2387 0.9062 0.8696 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2297 0.8926 0.8556 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3051 0.8828 0.8515 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4339 0.8516 0.8216 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4219 0.8887 0.8367 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3057 0.8906 0.8391 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2370 0.8965 0.8507 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2311 0.8984 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 28 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 29: 23.76616859436035. Interpolating between 7 and 29 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2713 0.8926 0.8451 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2290 0.8984 0.8602 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2364 0.8984 0.8667 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3251 0.8887 0.8593 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4490 0.8730 0.8257 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4127 0.8633 0.7812 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2971 0.8828 0.8246 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2351 0.8984 0.8523 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2322 0.9004 0.8595 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 29 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 30: 23.613494873046875. Interpolating between 7 and 30 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2647 0.8945 0.8475 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2209 0.9121 0.8780 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2277 0.9082 0.8786 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3011 0.8848 0.8536 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3970 0.8945 0.8670 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3790 0.8887 0.8421 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2885 0.8945 0.8475 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2343 0.9023 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2338 0.8984 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 30 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 31: 20.04304313659668. Interpolating between 7 and 31 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2659 0.8965 0.8556 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2554 0.9023 0.8626 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2511 0.9043 0.8635 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2515 0.9062 0.8652 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2526 0.9102 0.8708 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2499 0.9102 0.8715 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2464 0.9062 0.8667 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2476 0.9004 0.8595 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2564 0.8984 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 31 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 32: 23.83573341369629. Interpolating between 7 and 32 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2812 0.8984 0.8506 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2277 0.8965 0.8540 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2301 0.8984 0.8646 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3228 0.8789 0.8480 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4597 0.8652 0.8329 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4293 0.8691 0.8035 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3042 0.8887 0.8348 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2365 0.9023 0.8596 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2319 0.9023 0.8626 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 32 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 33: 20.809494018554688. Interpolating between 7 and 33 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2714 0.8965 0.8490 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2567 0.9004 0.8530 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2569 0.8945 0.8402 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2720 0.8887 0.8288 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2824 0.8730 0.8000 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2716 0.8809 0.8146 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2546 0.8945 0.8402 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2476 0.9043 0.8604 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2544 0.9062 0.8667 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 33 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 34: 23.733150482177734. Interpolating between 7 and 34 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2622 0.9180 0.8827 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2291 0.9062 0.8730 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2404 0.8965 0.8638 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3367 0.8770 0.8444 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4731 0.8906 0.8549 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4508 0.8516 0.7580 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3168 0.8828 0.8235 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2388 0.8965 0.8499 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2316 0.9004 0.8587 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 34 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 35: 23.874155044555664. Interpolating between 7 and 35 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2862 0.9062 0.8629 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2306 0.8965 0.8556 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2325 0.8926 0.8541 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3469 0.8867 0.8513 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.5092 0.7988 0.6709 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4850 0.7871 0.5792 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3304 0.8809 0.8168 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2427 0.8965 0.8490 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2326 0.9004 0.8587 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 35 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 36: 23.7030086517334. Interpolating between 7 and 36 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2970 0.8965 0.8499 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2482 0.8926 0.8518 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2456 0.8984 0.8667 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3269 0.8633 0.8309 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4618 0.7988 0.7756 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4345 0.9004 0.8696 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3076 0.8965 0.8540 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2347 0.9004 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2298 0.9004 0.8603 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 36 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 37: 23.56250762939453. Interpolating between 7 and 37 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2830 0.8906 0.8372 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2252 0.9082 0.8698 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2286 0.9004 0.8640 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3143 0.8965 0.8594 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4254 0.8516 0.7580 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4024 0.8125 0.6620 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2991 0.8770 0.8097 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2386 0.8945 0.8457 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2356 0.8984 0.8556 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 37 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 38: 24.014131546020508. Interpolating between 7 and 38 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2546 0.9160 0.8796 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2260 0.9102 0.8770 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2429 0.8926 0.8608 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3552 0.8359 0.8073 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.5352 0.6953 0.6953 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4944 0.8887 0.8519 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3265 0.8945 0.8475 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2404 0.8984 0.8539 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2311 0.8984 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 38 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 39: 23.878679275512695. Interpolating between 7 and 39 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2795 0.8984 0.8497 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2332 0.9062 0.8689 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2264 0.8965 0.8594 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3071 0.8965 0.8651 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4533 0.8906 0.8353 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4341 0.8418 0.7362 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3058 0.8867 0.8314 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2376 0.9023 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2329 0.8984 0.8564 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 39 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 40: 22.896041870117188. Interpolating between 7 and 40 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2701 0.9023 0.8596 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2269 0.9062 0.8681 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2295 0.9043 0.8665 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3021 0.8848 0.8338 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4002 0.8203 0.6691 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3747 0.8398 0.7211 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2824 0.8828 0.8204 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2340 0.9023 0.8588 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2356 0.9023 0.8611 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 40 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 41: 23.723012924194336. Interpolating between 7 and 41 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2966 0.8965 0.8507 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2415 0.8984 0.8579 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2320 0.9043 0.8693 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3263 0.8906 0.8534 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4687 0.8086 0.6423 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4370 0.8008 0.6250 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3066 0.8867 0.8253 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2358 0.8984 0.8523 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2315 0.9004 0.8595 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 41 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 42: 23.756715774536133. Interpolating between 7 and 42 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2737 0.9023 0.8603 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2371 0.9043 0.8672 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2422 0.9004 0.8668 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3366 0.8633 0.8333 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4799 0.8105 0.7849 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4419 0.8887 0.8438 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3094 0.8887 0.8385 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2376 0.8965 0.8540 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2318 0.8984 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 42 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 43: 23.780683517456055. Interpolating between 7 and 43 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2766 0.9004 0.8513 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2260 0.9121 0.8767 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2187 0.9121 0.8813 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2923 0.8906 0.8600 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4311 0.8730 0.8418 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4365 0.8730 0.8116 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3147 0.8887 0.8348 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2376 0.9004 0.8563 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2298 0.9023 0.8626 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 43 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 44: 23.630599975585938. Interpolating between 7 and 44 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2800 0.8965 0.8490 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2252 0.9023 0.8641 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2308 0.8926 0.8586 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3064 0.8828 0.8529 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4056 0.8887 0.8593 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3904 0.8750 0.8171 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2934 0.8965 0.8490 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2356 0.8945 0.8492 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2337 0.8984 0.8564 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 44 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 45: 23.777996063232422. Interpolating between 7 and 45 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2428 0.9121 0.8739 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2086 0.9082 0.8726 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2184 0.9102 0.8783 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3088 0.8984 0.8667 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4417 0.8906 0.8409 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4282 0.8496 0.7459 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3085 0.8809 0.8201 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2382 0.8965 0.8490 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2322 0.9004 0.8595 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 45 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 46: 23.812868118286133. Interpolating between 7 and 46 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2870 0.9023 0.8563 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2340 0.9062 0.8681 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2316 0.9043 0.8721 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3272 0.8691 0.8409 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4857 0.7715 0.7516 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4612 0.8730 0.8379 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3176 0.8926 0.8493 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2365 0.8984 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2286 0.9004 0.8603 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 46 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 47: 22.589561462402344. Interpolating between 7 and 47 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2629 0.8965 0.8507 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2329 0.9062 0.8681 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2256 0.9062 0.8681 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2654 0.9043 0.8588 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3221 0.8496 0.7442 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3073 0.8770 0.8025 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2594 0.8867 0.8284 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2352 0.8965 0.8507 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2422 0.8965 0.8532 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 47 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 48: 23.75947380065918. Interpolating between 7 and 48 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2577 0.9102 0.8701 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2163 0.9082 0.8698 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2230 0.9082 0.8760 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3050 0.8984 0.8693 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4132 0.9062 0.8750 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3841 0.8750 0.8150 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2865 0.8945 0.8466 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2328 0.8965 0.8515 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2320 0.9004 0.8595 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 48 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 49: 23.719482421875. Interpolating between 7 and 49 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2913 0.9004 0.8563 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2481 0.9043 0.8672 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2481 0.9004 0.8675 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3327 0.8633 0.8325 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4687 0.8105 0.7840 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4501 0.8926 0.8593 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3175 0.8945 0.8492 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2384 0.8965 0.8532 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2306 0.8984 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 49 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 50: 23.92698097229004. Interpolating between 7 and 50 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2648 0.9062 0.8644 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2274 0.9043 0.8679 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2419 0.8965 0.8645 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3589 0.8262 0.7973 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.5458 0.6816 0.6871 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.5184 0.8711 0.8374 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3401 0.8984 0.8531 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2424 0.9023 0.8596 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2296 0.9023 0.8626 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 50 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 51: 23.799928665161133. Interpolating between 7 and 51 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2786 0.9004 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2332 0.9004 0.8618 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2304 0.8965 0.8609 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3067 0.8789 0.8480 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4247 0.8770 0.8489 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4113 0.8770 0.8235 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3021 0.8887 0.8376 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2363 0.9004 0.8579 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2321 0.8984 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 51 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 52: 23.59054183959961. Interpolating between 7 and 52 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2829 0.9082 0.8676 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2380 0.9004 0.8618 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2355 0.8965 0.8623 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3085 0.8750 0.8454 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4058 0.8457 0.8176 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3800 0.8906 0.8557 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2860 0.9023 0.8619 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2313 0.8984 0.8564 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2309 0.8984 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 52 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 53: 20.380708694458008. Interpolating between 7 and 53 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2775 0.9004 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2617 0.9004 0.8563 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2562 0.9004 0.8555 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2595 0.9004 0.8563 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2610 0.8984 0.8531 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2551 0.9004 0.8563 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2499 0.9062 0.8659 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2505 0.9043 0.8643 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2584 0.9023 0.8619 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 53 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 54: 23.830219268798828. Interpolating between 7 and 54 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2941 0.9023 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2408 0.9082 0.8712 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2456 0.9023 0.8677 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3472 0.8828 0.8462 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.5013 0.8477 0.7593 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4722 0.8027 0.6300 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3249 0.8848 0.8228 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2411 0.8945 0.8466 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2315 0.9004 0.8587 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 54 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 55: 23.856069564819336. Interpolating between 7 and 55 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2886 0.9043 0.8571 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2333 0.9023 0.8611 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2298 0.9043 0.8714 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3165 0.8770 0.8452 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4663 0.8438 0.8122 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4504 0.8789 0.8239 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3155 0.8984 0.8514 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2376 0.8965 0.8515 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2306 0.9004 0.8595 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 55 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 56: 23.59429359436035. Interpolating between 7 and 56 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2670 0.9082 0.8646 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2178 0.9043 0.8635 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2257 0.9121 0.8800 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3051 0.9121 0.8806 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4015 0.8906 0.8303 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3774 0.8633 0.7771 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2848 0.8906 0.8363 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2329 0.9004 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2331 0.9023 0.8619 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 56 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 57: 23.412050247192383. Interpolating between 7 and 57 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2973 0.9023 0.8571 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2375 0.9043 0.8635 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2297 0.9062 0.8710 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2861 0.9043 0.8721 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3513 0.9004 0.8625 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3338 0.8828 0.8266 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2688 0.8984 0.8514 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2307 0.8965 0.8515 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2344 0.9004 0.8595 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 57 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 58: 23.812744140625. Interpolating between 7 and 58 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2750 0.9043 0.8635 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2386 0.8945 0.8564 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2415 0.8906 0.8571 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3370 0.8809 0.8501 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4914 0.8594 0.7966 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4456 0.8340 0.7249 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3073 0.8789 0.8187 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2389 0.8926 0.8433 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2346 0.9004 0.8595 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 58 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 59: 23.754898071289062. Interpolating between 7 and 59 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2769 0.9023 0.8555 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2318 0.8965 0.8556 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2452 0.8984 0.8653 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3373 0.8828 0.8492 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4390 0.8984 0.8610 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4039 0.8672 0.7927 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2965 0.8867 0.8304 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2362 0.8945 0.8466 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2330 0.9023 0.8611 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 59 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 60: 23.509183883666992. Interpolating between 7 and 60 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2734 0.9043 0.8612 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2266 0.9043 0.8658 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2218 0.9082 0.8733 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3046 0.9102 0.8736 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4075 0.8281 0.6901 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3714 0.8691 0.7873 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2792 0.8848 0.8290 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2308 0.8984 0.8547 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2329 0.8984 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 60 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 61: 20.46005630493164. Interpolating between 7 and 61 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2878 0.8906 0.8427 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2791 0.8906 0.8409 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2797 0.8926 0.8415 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2881 0.8945 0.8430 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2903 0.8965 0.8464 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2774 0.9023 0.8555 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2624 0.8984 0.8531 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2557 0.9043 0.8635 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2603 0.9043 0.8643 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 61 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 62: 23.70696449279785. Interpolating between 7 and 62 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2706 0.9082 0.8661 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2240 0.9141 0.8778 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2244 0.9082 0.8760 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2988 0.8906 0.8607 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4003 0.8809 0.8523 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3783 0.8828 0.8352 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2872 0.8906 0.8409 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2342 0.8965 0.8524 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2332 0.8984 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 62 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 63: 20.9870548248291. Interpolating between 7 and 63 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2593 0.9043 0.8635 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2448 0.9004 0.8563 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2476 0.8984 0.8506 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2618 0.8984 0.8480 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2731 0.8945 0.8393 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2640 0.8984 0.8462 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2504 0.9062 0.8605 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2466 0.9023 0.8580 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2549 0.9004 0.8587 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 63 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 64: 23.415571212768555. Interpolating between 7 and 64 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.3001 0.8965 0.8490 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2489 0.9004 0.8595 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2382 0.8926 0.8493 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3150 0.8809 0.8179 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4337 0.7324 0.3857 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3906 0.8086 0.6475 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2884 0.8848 0.8239 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2371 0.8984 0.8523 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2365 0.9023 0.8619 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 64 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 65: 23.51161003112793. Interpolating between 7 and 65 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2821 0.9023 0.8588 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2352 0.9043 0.8686 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2359 0.8965 0.8616 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3123 0.8965 0.8616 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4022 0.8945 0.8439 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3759 0.8555 0.7628 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2850 0.8926 0.8387 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2348 0.8926 0.8433 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2352 0.9023 0.8619 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 65 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 66: 23.85407257080078. Interpolating between 7 and 66 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.3006 0.9043 0.8612 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2465 0.8965 0.8556 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2376 0.8965 0.8609 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3383 0.8691 0.8386 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4865 0.8730 0.8387 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4491 0.8672 0.7939 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3124 0.8848 0.8280 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2383 0.9082 0.8683 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2322 0.9023 0.8626 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 66 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 67: 23.51189613342285. Interpolating between 7 and 67 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2699 0.9023 0.8571 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2287 0.9121 0.8774 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2306 0.9004 0.8675 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2914 0.8926 0.8601 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3718 0.8926 0.8556 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3529 0.8691 0.8035 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2746 0.8945 0.8457 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2297 0.9023 0.8596 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2327 0.9004 0.8595 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 67 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 68: 20.503686904907227. Interpolating between 7 and 68 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2647 0.8945 0.8516 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2625 0.8945 0.8508 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2675 0.8867 0.8362 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2781 0.8887 0.8376 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2893 0.8887 0.8348 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2837 0.8926 0.8406 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2649 0.8965 0.8490 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2560 0.8965 0.8515 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2591 0.9004 0.8595 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 68 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 69: 20.248186111450195. Interpolating between 7 and 69 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2354 0.9043 0.8650 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2358 0.9043 0.8620 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2418 0.9004 0.8530 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2507 0.9004 0.8522 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2566 0.8965 0.8464 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2536 0.9004 0.8530 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2484 0.9082 0.8669 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2489 0.9062 0.8659 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2570 0.9023 0.8619 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 69 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 70: 21.404457092285156. Interpolating between 7 and 70 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2674 0.8984 0.8514 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2329 0.9023 0.8580 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2295 0.9004 0.8547 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2611 0.8984 0.8452 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3033 0.8594 0.7692 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2944 0.8750 0.7987 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2576 0.8867 0.8253 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2407 0.9023 0.8580 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2477 0.9004 0.8579 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 70 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 71: 23.720937728881836. Interpolating between 7 and 71 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2952 0.9004 0.8513 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2381 0.9004 0.8587 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2330 0.9004 0.8661 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3050 0.8770 0.8460 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4141 0.8594 0.8302 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3970 0.8906 0.8444 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2967 0.8984 0.8514 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2348 0.9043 0.8620 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2312 0.8965 0.8540 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 71 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 72: 23.639198303222656. Interpolating between 7 and 72 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.3119 0.8867 0.8352 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2457 0.8926 0.8493 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2390 0.8984 0.8639 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3362 0.8945 0.8541 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4462 0.7910 0.5804 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3991 0.8320 0.7075 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2935 0.8770 0.8142 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2374 0.8926 0.8442 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2351 0.8984 0.8564 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 72 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 73: 23.84661102294922. Interpolating between 7 and 73 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2635 0.9043 0.8604 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2320 0.9082 0.8740 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2424 0.8926 0.8579 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3363 0.8711 0.8382 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4784 0.8418 0.8103 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4531 0.8633 0.7917 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3160 0.8809 0.8232 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2398 0.8965 0.8499 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2323 0.8984 0.8564 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 73 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 74: 23.870210647583008. Interpolating between 7 and 74 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2692 0.9043 0.8596 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2209 0.9043 0.8665 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2213 0.9023 0.8718 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3132 0.8633 0.8349 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4817 0.7461 0.7325 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4788 0.8496 0.8188 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3314 0.8984 0.8564 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2402 0.9043 0.8643 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2283 0.9004 0.8595 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 74 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 75: 23.884761810302734. Interpolating between 7 and 75 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2836 0.9004 0.8555 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2392 0.9023 0.8626 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2387 0.9023 0.8698 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3311 0.8613 0.8281 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.5012 0.7715 0.7505 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4752 0.8906 0.8542 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3200 0.8984 0.8539 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2375 0.8984 0.8564 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2298 0.8984 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 75 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 76: 22.913707733154297. Interpolating between 7 and 76 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2427 0.9121 0.8703 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2079 0.9160 0.8802 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2071 0.9160 0.8835 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2577 0.9121 0.8732 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3268 0.8555 0.7582 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3117 0.8789 0.8062 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2588 0.8945 0.8412 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2332 0.8984 0.8539 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2392 0.9043 0.8635 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 76 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 77: 23.704038619995117. Interpolating between 7 and 77 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2759 0.8945 0.8448 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2300 0.9082 0.8712 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2284 0.9004 0.8647 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3094 0.8887 0.8535 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4378 0.8848 0.8196 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4080 0.8418 0.7327 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2941 0.8867 0.8274 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2344 0.9004 0.8555 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2320 0.9023 0.8619 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 77 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 78: 20.92462921142578. Interpolating between 7 and 78 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2432 0.8984 0.8571 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2298 0.9004 0.8587 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2320 0.9043 0.8620 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2484 0.8926 0.8387 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2627 0.8926 0.8338 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2589 0.8906 0.8333 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2470 0.8945 0.8439 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2438 0.9004 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2528 0.9004 0.8587 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 78 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 79: 23.798803329467773. Interpolating between 7 and 79 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2651 0.9043 0.8620 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2273 0.9102 0.8757 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2341 0.9043 0.8721 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3197 0.8789 0.8488 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4695 0.8164 0.7902 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4587 0.8945 0.8564 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3209 0.8926 0.8442 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2376 0.9004 0.8579 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2286 0.8984 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 79 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 80: 23.86294174194336. Interpolating between 7 and 80 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2495 0.9121 0.8747 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2183 0.9219 0.8919 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2262 0.9082 0.8786 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3089 0.8848 0.8529 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4498 0.8809 0.8179 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4214 0.8242 0.6939 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3025 0.8828 0.8225 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2367 0.8984 0.8523 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2322 0.8965 0.8532 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 80 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 81: 23.722917556762695. Interpolating between 7 and 81 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2654 0.9141 0.8736 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2201 0.9121 0.8767 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2215 0.9121 0.8831 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2968 0.8789 0.8480 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4078 0.8477 0.8194 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4022 0.9023 0.8684 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2999 0.8965 0.8532 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2355 0.8945 0.8508 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2310 0.9004 0.8603 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 81 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 82: 21.321063995361328. Interpolating between 7 and 82 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2423 0.9062 0.8652 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2139 0.9004 0.8563 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2197 0.9082 0.8630 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2625 0.8789 0.8075 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3022 0.8672 0.7834 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2851 0.8809 0.8123 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2493 0.9004 0.8496 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2344 0.9043 0.8620 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2442 0.9043 0.8643 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 82 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 83: 23.815719604492188. Interpolating between 7 and 83 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2504 0.9102 0.8708 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2149 0.9082 0.8753 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2380 0.9023 0.8711 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3601 0.8750 0.8424 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.5103 0.8770 0.8413 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4543 0.8535 0.7604 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3050 0.8848 0.8270 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2346 0.8984 0.8523 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2303 0.9004 0.8587 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 83 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 84: 23.197864532470703. Interpolating between 7 and 84 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2696 0.9043 0.8643 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2272 0.9102 0.8750 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2233 0.9121 0.8806 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2843 0.9023 0.8641 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3881 0.8398 0.7113 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3677 0.8340 0.7099 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2762 0.8926 0.8397 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2310 0.9004 0.8563 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2345 0.9004 0.8595 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 84 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 85: 23.850980758666992. Interpolating between 7 and 85 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2815 0.9023 0.8588 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2439 0.9023 0.8634 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2433 0.8906 0.8557 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3256 0.8555 0.8246 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4669 0.7754 0.7558 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4562 0.8906 0.8511 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3218 0.8906 0.8391 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2415 0.8984 0.8539 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2320 0.9004 0.8587 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 85 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 86: 22.928091049194336. Interpolating between 7 and 86 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2732 0.8945 0.8439 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2239 0.8984 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2139 0.9062 0.8703 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2519 0.9062 0.8703 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3067 0.9004 0.8547 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3015 0.8945 0.8421 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2557 0.8984 0.8506 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2301 0.9004 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2380 0.8984 0.8564 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 86 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 87: 23.719139099121094. Interpolating between 7 and 87 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2961 0.8965 0.8490 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2397 0.8984 0.8579 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2281 0.8965 0.8609 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3089 0.8828 0.8544 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4321 0.8281 0.8018 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4155 0.8828 0.8352 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3029 0.8945 0.8457 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2366 0.9004 0.8563 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2318 0.9004 0.8595 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 87 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 88: 23.701744079589844. Interpolating between 7 and 88 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2471 0.9121 0.8732 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2156 0.9199 0.8889 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2297 0.8984 0.8667 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3169 0.8672 0.8373 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4282 0.8223 0.7964 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3984 0.8809 0.8471 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2922 0.8945 0.8525 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2331 0.8945 0.8508 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2320 0.8984 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 88 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 89: 23.766868591308594. Interpolating between 7 and 89 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2648 0.9023 0.8596 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2339 0.9004 0.8633 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2358 0.8887 0.8527 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3109 0.8848 0.8536 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4367 0.8789 0.8495 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4209 0.8730 0.8116 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3041 0.8828 0.8266 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2363 0.8945 0.8475 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2324 0.8984 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 89 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 90: 23.793350219726562. Interpolating between 7 and 90 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2579 0.9062 0.8659 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2197 0.9121 0.8800 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2260 0.9023 0.8698 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3074 0.8984 0.8687 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4204 0.8984 0.8632 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4032 0.8594 0.7778 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2977 0.8809 0.8222 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2349 0.8984 0.8523 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2313 0.8984 0.8564 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 90 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 91: 23.732080459594727. Interpolating between 7 and 91 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2538 0.9023 0.8596 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2266 0.9004 0.8647 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2426 0.8926 0.8601 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3534 0.8613 0.8305 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4767 0.8750 0.8408 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4215 0.8691 0.7964 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2992 0.8848 0.8280 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2354 0.9023 0.8596 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2316 0.8984 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 91 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 92: 22.167715072631836. Interpolating between 7 and 92 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2691 0.8867 0.8314 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2310 0.8945 0.8448 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2280 0.8984 0.8497 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2738 0.8789 0.8086 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3419 0.8262 0.6833 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3302 0.8379 0.7186 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2688 0.8789 0.8133 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2371 0.9004 0.8530 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2412 0.9023 0.8619 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 92 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 93: 23.342330932617188. Interpolating between 7 and 93 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2733 0.9004 0.8530 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2293 0.8926 0.8442 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2247 0.9102 0.8757 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2964 0.9082 0.8719 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4252 0.8242 0.6809 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3893 0.8418 0.7273 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2837 0.9004 0.8504 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2319 0.9004 0.8563 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2340 0.9023 0.8619 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 93 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 94: 20.358139038085938. Interpolating between 7 and 94 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2789 0.8926 0.8451 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2663 0.9043 0.8612 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2629 0.9062 0.8636 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2667 0.9062 0.8629 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2670 0.9062 0.8629 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2592 0.9043 0.8604 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2523 0.9062 0.8652 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2513 0.9004 0.8579 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2582 0.9004 0.8595 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 94 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 95: 23.929489135742188. Interpolating between 7 and 95 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2649 0.9043 0.8643 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2300 0.9082 0.8726 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2328 0.9004 0.8668 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3313 0.8750 0.8392 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4899 0.8242 0.7222 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4682 0.7930 0.6045 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3224 0.8789 0.8155 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2398 0.8965 0.8490 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2311 0.9004 0.8595 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 95 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 96: 23.788394927978516. Interpolating between 7 and 96 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2803 0.9004 0.8555 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2372 0.9160 0.8822 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2418 0.8945 0.8601 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3177 0.8770 0.8437 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4646 0.8770 0.8329 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4323 0.8633 0.7826 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2993 0.8828 0.8246 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2338 0.9043 0.8620 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2322 0.9004 0.8595 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 96 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 97: 23.098384857177734. Interpolating between 7 and 97 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2618 0.8984 0.8531 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2225 0.9004 0.8603 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2286 0.9043 0.8679 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3026 0.9023 0.8596 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3939 0.7812 0.5591 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3697 0.8223 0.6762 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2840 0.8867 0.8232 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2357 0.8945 0.8466 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2361 0.9004 0.8587 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 97 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 98: 23.689727783203125. Interpolating between 7 and 98 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2600 0.9023 0.8588 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2216 0.9004 0.8595 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2272 0.9023 0.8663 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3061 0.8984 0.8624 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4114 0.8867 0.8324 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3907 0.8594 0.7736 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2934 0.8828 0.8246 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2359 0.8984 0.8531 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2335 0.8984 0.8564 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 98 Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.pt Encountered Error: connectivity/bert_ft_qqp-7 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-7.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 7 and 99: 21.601083755493164. Interpolating between 7 and 99 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2396 0.9062 0.8659 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2212 0.8984 0.8547 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2218 0.8984 0.8523 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2424 0.8828 0.8193 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2692 0.8711 0.7950 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2686 0.8770 0.8062 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2479 0.8984 0.8462 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2366 0.9004 0.8555 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2455 0.9043 0.8643 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2737 0.9023 0.8626 Completed interpolation from 7 to 99 Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.pt Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.pt Encountered Error: connectivity/bert_ft_qqp-9 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-9.pt Euclidean distance between 8 and 9: 21.253297805786133. Interpolating between 8 and 9 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2955 0.8965 0.8481 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2767 0.9004 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2701 0.9043 0.8650 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2712 0.8945 0.8541 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2747 0.8926 0.8518 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2760 0.8965 0.8564 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2745 0.8984 0.8579 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2716 0.9062 0.8667 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2718 0.9043 0.8635 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2789 0.9043 0.8627 Completed interpolation from 8 to 9 Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.pt Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.pt Encountered Error: connectivity/bert_ft_qqp-10 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-10.pt Euclidean distance between 8 and 10: 21.51569175720215. Interpolating between 8 and 10 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2741 0.9004 0.8571 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2591 0.9023 0.8596 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2548 0.8945 0.8475 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2567 0.8945 0.8492 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2594 0.8945 0.8500 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2584 0.8984 0.8556 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2565 0.9023 0.8611 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2581 0.9082 0.8683 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2655 0.9062 0.8659 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2789 0.9043 0.8627 Completed interpolation from 8 to 10 Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.pt Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.pt Encountered Error: connectivity/bert_ft_qqp-11 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-11.pt Euclidean distance between 8 and 11: 23.631521224975586. Interpolating between 8 and 11 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2482 0.9121 0.8739 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2167 0.9082 0.8698 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2391 0.9023 0.8619 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3089 0.9082 0.8726 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3508 0.8867 0.8505 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2952 0.8945 0.8608 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2411 0.8984 0.8617 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2323 0.8906 0.8478 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2474 0.9023 0.8611 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2789 0.9043 0.8627 Completed interpolation from 8 to 11 Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.pt Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.pt Encountered Error: connectivity/bert_ft_qqp-12 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-12.pt Euclidean distance between 8 and 12: 23.499755859375. Interpolating between 8 and 12 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2583 0.9023 0.8626 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2297 0.9004 0.8587 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2298 0.8945 0.8516 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2479 0.8926 0.8493 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2561 0.8984 0.8595 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2450 0.8965 0.8579 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2366 0.8984 0.8595 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2398 0.8965 0.8548 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2542 0.9062 0.8659 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2789 0.9043 0.8627 Completed interpolation from 8 to 12 Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.pt Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.pt Encountered Error: connectivity/bert_ft_qqp-13 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-13.pt Euclidean distance between 8 and 13: 22.696062088012695. Interpolating between 8 and 13 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2508 0.9004 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2344 0.8984 0.8531 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2368 0.8926 0.8442 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2506 0.8984 0.8531 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2563 0.8945 0.8508 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2522 0.9004 0.8595 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2489 0.9043 0.8650 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2507 0.9062 0.8667 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2608 0.9062 0.8659 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2789 0.9043 0.8627 Completed interpolation from 8 to 13 Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.pt Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.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 Euclidean distance between 8 and 14: 21.098703384399414. Interpolating between 8 and 14 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2697 0.8906 0.8418 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2557 0.8926 0.8468 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2511 0.8926 0.8485 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2525 0.8965 0.8548 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2542 0.9004 0.8618 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2533 0.9062 0.8696 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2521 0.9043 0.8650 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2550 0.9043 0.8635 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2640 0.9043 0.8627 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2789 0.9043 0.8627 Completed interpolation from 8 to 14 Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.pt Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.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 Euclidean distance between 8 and 15: 20.88102149963379. Interpolating between 8 and 15 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2751 0.8984 0.8531 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2662 0.9004 0.8579 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2617 0.9004 0.8587 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2622 0.9043 0.8650 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2636 0.9082 0.8712 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2638 0.9082 0.8719 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2643 0.9102 0.8729 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2661 0.9062 0.8659 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2702 0.9043 0.8627 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2789 0.9043 0.8627 Completed interpolation from 8 to 15 Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.pt Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.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 Euclidean distance between 8 and 16: 21.761314392089844. Interpolating between 8 and 16 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2570 0.8984 0.8523 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2400 0.9062 0.8659 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2370 0.9082 0.8698 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2430 0.9062 0.8696 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2498 0.9043 0.8672 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2513 0.9082 0.8719 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2503 0.9062 0.8689 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2532 0.9062 0.8674 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2626 0.9043 0.8627 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2789 0.9043 0.8627 Completed interpolation from 8 to 16 Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.pt Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.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 8 and 17: 23.707237243652344. Interpolating between 8 and 17 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2627 0.8984 0.8539 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2322 0.9023 0.8603 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2477 0.9023 0.8580 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3124 0.8828 0.8246 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3792 0.8848 0.8338 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3451 0.8770 0.8437 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2652 0.8887 0.8550 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2329 0.9004 0.8654 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2422 0.9004 0.8587 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2789 0.9043 0.8627 Completed interpolation from 8 to 17 Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.pt Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.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 8 and 18: 20.842071533203125. Interpolating between 8 and 18 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2660 0.9082 0.8653 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2501 0.9102 0.8686 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2420 0.9004 0.8563 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2410 0.9004 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2433 0.8984 0.8547 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2459 0.9004 0.8571 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2489 0.9023 0.8596 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2543 0.9062 0.8659 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2643 0.9043 0.8627 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2789 0.9043 0.8627 Completed interpolation from 8 to 18 Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.pt Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.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 8 and 19: 20.775390625. Interpolating between 8 and 19 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2413 0.9160 0.8789 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2319 0.9199 0.8845 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2281 0.9121 0.8739 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2284 0.9141 0.8778 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2315 0.9141 0.8771 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2361 0.9121 0.8747 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2423 0.9102 0.8715 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2513 0.9062 0.8652 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2634 0.9043 0.8627 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2789 0.9043 0.8627 Completed interpolation from 8 to 19 Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.pt Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.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 8 and 20: 21.52028465270996. Interpolating between 8 and 20 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.3046 0.8945 0.8483 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2721 0.8965 0.8515 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2604 0.8945 0.8508 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2609 0.8906 0.8462 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2630 0.8926 0.8485 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2627 0.8945 0.8508 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2623 0.9043 0.8643 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2642 0.9062 0.8659 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2694 0.9062 0.8659 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2789 0.9043 0.8627 Completed interpolation from 8 to 20 Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.pt Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.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 8 and 21: 20.826902389526367. Interpolating between 8 and 21 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2625 0.9062 0.8629 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2576 0.9102 0.8708 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2585 0.9043 0.8627 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2630 0.9082 0.8691 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2683 0.9062 0.8667 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2721 0.9062 0.8667 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2720 0.9023 0.8603 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2705 0.9082 0.8683 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2725 0.9082 0.8683 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2789 0.9043 0.8627 Completed interpolation from 8 to 21 Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.pt Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.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 8 and 22: 23.7560977935791. Interpolating between 8 and 22 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2524 0.9023 0.8603 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2224 0.9082 0.8683 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2520 0.8984 0.8506 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3606 0.8574 0.7591 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4721 0.7246 0.3502 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3958 0.8574 0.7884 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2591 0.9023 0.8670 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2219 0.8984 0.8602 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2369 0.9043 0.8635 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2789 0.9043 0.8627 Completed interpolation from 8 to 22 Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.pt Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.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 8 and 23: 23.277009963989258. Interpolating between 8 and 23 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2479 0.8926 0.8468 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2196 0.8945 0.8500 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2265 0.9023 0.8634 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2601 0.8984 0.8617 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2765 0.8906 0.8519 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2577 0.8906 0.8519 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2398 0.8965 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2379 0.9004 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2517 0.9062 0.8659 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2789 0.9043 0.8627 Completed interpolation from 8 to 23 Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.pt Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-8.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 8 and 24: 20.69142723083496. Interpolating between 8 and 24 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2749 0.9102 0.8701 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2602 0.9141 0.8757 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2533 0.9102 0.8708 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2520 0.9062 0.8652 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2533 0.9082 0.8683 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2547 0.9062 0.8667 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2570 0.9043 0.8627 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2607 0.9062 0.8659 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2679 0.9062 0.8659 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2789 0.9043 0.8627 Completed interpolation from 8 to 24 Wrote the values to ../logs/NLI/qqp_berts/qqp_interpol@25000steps/interpol_qqp_validation2.pkl!