Tue May 10 01:04:44 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 | 00000000:86:00.0 Off | 0 | | N/A 31C P8 26W / 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 .GU1KWXMAGAJB2HUEOLTL, for loading in git data Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .FVNS0YTSYKIXGTOL17N6, 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 2 and 66: 21.482147216796875. Interpolating between 2 and 66 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2915 0.9023 0.8611 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2787 0.9023 0.8626 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2691 0.9062 0.8689 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2631 0.9043 0.8658 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2614 0.9082 0.8712 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2624 0.9062 0.8689 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2630 0.9082 0.8712 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2635 0.9082 0.8712 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2700 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 66 Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .AOL2OUDEE0OAQZ15LYP0, 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 2 and 67: 21.336074829101562. Interpolating between 2 and 67 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2840 0.9121 0.8767 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2654 0.9141 0.8791 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2535 0.9141 0.8791 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2478 0.9141 0.8785 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2457 0.9160 0.8815 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2452 0.9160 0.8815 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2454 0.9160 0.8822 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2497 0.9141 0.8791 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2622 0.9121 0.8760 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 67 Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .JAGIZVHCFX9PWO38OR4O, 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 2 and 68: 23.73617935180664. Interpolating between 2 and 68 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2661 0.9004 0.8603 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2305 0.9023 0.8634 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2226 0.9082 0.8712 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2442 0.9043 0.8650 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2850 0.8984 0.8595 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2941 0.9043 0.8747 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2506 0.9043 0.8759 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2219 0.9023 0.8698 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2343 0.9121 0.8787 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 68 Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .O46J7CIPZD4DYIO2GREI, 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 2 and 69: 23.72882080078125. Interpolating between 2 and 69 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2586 0.9199 0.8889 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2267 0.9160 0.8809 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2238 0.9160 0.8809 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2475 0.9043 0.8627 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2873 0.9004 0.8603 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2965 0.9043 0.8747 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2602 0.8965 0.8665 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2344 0.9004 0.8689 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2416 0.9121 0.8794 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 69 Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .1NTSDEH48S7SEP4FAS50, 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 2 and 70: 23.020193099975586. Interpolating between 2 and 70 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2865 0.8984 0.8556 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2383 0.9062 0.8689 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2177 0.9062 0.8696 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2213 0.9141 0.8817 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2328 0.9141 0.8830 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2366 0.9121 0.8800 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2354 0.9082 0.8747 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2390 0.9121 0.8794 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2543 0.9141 0.8798 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 70 Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .SOMP3O8HQBW4A23A2MJ2, 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 2 and 71: 21.352758407592773. Interpolating between 2 and 71 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2573 0.9141 0.8778 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2517 0.9180 0.8840 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2489 0.9160 0.8815 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2478 0.9121 0.8760 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2489 0.9062 0.8674 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2505 0.9062 0.8674 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2526 0.9062 0.8674 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2558 0.9062 0.8674 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2645 0.9082 0.8698 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 71 Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .AU1LN1721J1GA4J547EU, 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 2 and 72: 21.204570770263672. Interpolating between 2 and 72 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2905 0.9102 0.8736 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2656 0.9121 0.8767 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2521 0.9102 0.8750 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2474 0.9062 0.8696 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2480 0.9062 0.8696 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2493 0.9043 0.8665 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2503 0.9062 0.8681 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2546 0.9102 0.8729 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2652 0.9121 0.8760 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 72 Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .LHJRXJZ9M30DMSI3PESH, 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 2 and 73: 21.346467971801758. Interpolating between 2 and 73 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2681 0.9062 0.8674 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2558 0.9121 0.8760 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2491 0.9102 0.8743 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2465 0.9141 0.8804 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2472 0.9141 0.8804 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2501 0.9102 0.8743 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2535 0.9082 0.8712 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2574 0.9102 0.8729 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2661 0.9102 0.8729 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 73 Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .XBAEKC9V84WKPMV2ZRA1, 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 2 and 74: 21.69859504699707. Interpolating between 2 and 74 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2635 0.9102 0.8729 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2560 0.9141 0.8791 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2517 0.9121 0.8767 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2517 0.9062 0.8696 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2536 0.9121 0.8780 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2573 0.9121 0.8774 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2590 0.9141 0.8798 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2637 0.9160 0.8828 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2717 0.9102 0.8729 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 74 Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .CGCB3XD8SKZ8BUGOA5NW, 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 2 and 75: 21.78118896484375. Interpolating between 2 and 75 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2969 0.9102 0.8729 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2801 0.9102 0.8722 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2678 0.9062 0.8674 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2596 0.9102 0.8736 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2570 0.9062 0.8689 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2592 0.9043 0.8650 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2601 0.9102 0.8729 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2617 0.9102 0.8736 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2672 0.9102 0.8729 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 75 Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .L5X4RANQLDWUWGAYGA7D, 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 2 and 76: 21.698938369750977. Interpolating between 2 and 76 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2524 0.9102 0.8736 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2358 0.9141 0.8791 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2283 0.9141 0.8791 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2294 0.9121 0.8767 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2331 0.9082 0.8719 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2338 0.9121 0.8780 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2349 0.9102 0.8750 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2409 0.9141 0.8798 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2559 0.9121 0.8760 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 76 Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .OF9U4E815OPF48W1YUXQ, 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 2 and 77: 21.348430633544922. Interpolating between 2 and 77 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2750 0.9043 0.8672 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2665 0.9062 0.8703 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2611 0.9062 0.8703 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2565 0.9062 0.8703 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2547 0.9062 0.8703 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2548 0.9062 0.8696 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2549 0.9043 0.8665 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2577 0.9102 0.8743 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2668 0.9121 0.8767 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 77 Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .6RFR1XWNAEPSPKVPTRBX, 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 2 and 78: 23.462697982788086. Interpolating between 2 and 78 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2846 0.9004 0.8618 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2409 0.9043 0.8672 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2253 0.9082 0.8740 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2344 0.9043 0.8721 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2519 0.9043 0.8740 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2539 0.8984 0.8680 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2400 0.9004 0.8682 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2335 0.9102 0.8770 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2472 0.9121 0.8780 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 78 Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .D6X412K0GKGGSFUZ8GYZ, 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 2 and 79: 21.46497917175293. Interpolating between 2 and 79 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2527 0.9180 0.8846 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2432 0.9180 0.8846 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2386 0.9180 0.8846 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2382 0.9180 0.8846 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2431 0.9141 0.8791 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2485 0.9121 0.8760 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2524 0.9102 0.8736 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2559 0.9102 0.8729 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2647 0.9102 0.8729 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 79 Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .G47ZQWNRLYD3GHDVSOY1, 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 2 and 80: 21.528730392456055. Interpolating between 2 and 80 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2608 0.9180 0.8833 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2513 0.9180 0.8840 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2463 0.9160 0.8822 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2434 0.9121 0.8774 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2445 0.9160 0.8828 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2476 0.9160 0.8828 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2497 0.9160 0.8828 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2536 0.9102 0.8736 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2636 0.9082 0.8698 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 80 Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .1OCJCUI5Z9HWJ0U8SF4W, 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 2 and 81: 21.561670303344727. Interpolating between 2 and 81 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2687 0.9062 0.8681 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2587 0.9082 0.8698 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2526 0.9062 0.8667 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2509 0.9023 0.8611 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2535 0.9043 0.8643 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2561 0.9043 0.8643 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2572 0.9082 0.8705 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2608 0.9082 0.8698 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2682 0.9082 0.8698 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 81 Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .UXTLAU0BFGD0KWMOSXOT, 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 2 and 82: 23.101036071777344. Interpolating between 2 and 82 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2408 0.9121 0.8760 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2135 0.9141 0.8798 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2062 0.9160 0.8835 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2181 0.9121 0.8800 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2325 0.9102 0.8802 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2355 0.9062 0.8743 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2348 0.9102 0.8777 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2392 0.9102 0.8770 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2546 0.9102 0.8743 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 82 Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .ZQ8GR6MURRA9DP8GJIQU, 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 2 and 83: 21.30002212524414. Interpolating between 2 and 83 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2618 0.9082 0.8705 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2487 0.9141 0.8785 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2401 0.9160 0.8815 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2359 0.9180 0.8852 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2352 0.9160 0.8822 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2359 0.9160 0.8822 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2376 0.9160 0.8815 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2432 0.9160 0.8822 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2581 0.9121 0.8760 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 83 Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .VVSKCOLPOBJO0OQMBXYC, 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 2 and 84: 21.481115341186523. Interpolating between 2 and 84 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2776 0.9160 0.8815 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2559 0.9219 0.8907 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2437 0.9180 0.8865 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2402 0.9199 0.8895 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2424 0.9180 0.8883 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2465 0.9160 0.8853 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2500 0.9121 0.8794 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2546 0.9102 0.8743 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2655 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 84 Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .R4WO2HF7SBIZGQYOKK9N, 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 2 and 85: 21.449129104614258. Interpolating between 2 and 85 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2756 0.9102 0.8729 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2648 0.9121 0.8767 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2574 0.9141 0.8798 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2525 0.9121 0.8774 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2496 0.9121 0.8774 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2482 0.9141 0.8798 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2494 0.9121 0.8753 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2537 0.9102 0.8722 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2637 0.9121 0.8760 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 85 Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .DERFRP0GWGNNPJP64IK1, 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 2 and 86: 21.80385398864746. Interpolating between 2 and 86 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2847 0.9004 0.8587 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2679 0.8984 0.8556 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2547 0.8965 0.8524 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2482 0.9023 0.8619 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2479 0.9023 0.8634 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2476 0.9043 0.8665 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2469 0.9062 0.8689 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2517 0.9062 0.8689 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2626 0.9102 0.8729 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 86 Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .6RE5PNL24M5LG323Z2M2, 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 2 and 87: 21.402040481567383. Interpolating between 2 and 87 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2546 0.9023 0.8603 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2446 0.9043 0.8635 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2404 0.9102 0.8729 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2403 0.9160 0.8822 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2428 0.9141 0.8798 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2464 0.9121 0.8767 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2509 0.9102 0.8736 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2572 0.9102 0.8729 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2672 0.9102 0.8729 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 87 Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .HDY145XO7VIY2W7TTTO7, 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 2 and 88: 21.683616638183594. Interpolating between 2 and 88 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2486 0.9160 0.8815 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2371 0.9180 0.8846 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2327 0.9160 0.8815 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2347 0.9102 0.8743 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2400 0.9082 0.8719 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2435 0.9062 0.8689 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2437 0.9062 0.8681 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2468 0.9121 0.8760 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2596 0.9102 0.8729 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 88 Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .I3MEN84SGED4EAOIPFOJ, 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 2 and 89: 21.751686096191406. Interpolating between 2 and 89 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2795 0.9062 0.8689 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2665 0.9043 0.8658 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2587 0.8945 0.8533 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2562 0.8984 0.8587 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2577 0.8984 0.8587 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2587 0.9023 0.8634 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2561 0.9062 0.8681 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2560 0.9082 0.8705 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2641 0.9102 0.8729 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 89 Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .J8M6JV7IWEQ8MB5LNDL6, 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 2 and 90: 21.378021240234375. Interpolating between 2 and 90 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2574 0.9102 0.8722 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2447 0.9180 0.8840 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2378 0.9160 0.8815 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2361 0.9160 0.8815 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2385 0.9180 0.8852 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2427 0.9180 0.8852 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2485 0.9141 0.8791 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2553 0.9102 0.8729 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2659 0.9102 0.8729 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 90 Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .ZAI9FEONT633MYPCIGS7, 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 2 and 91: 21.225751876831055. Interpolating between 2 and 91 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2774 0.9141 0.8791 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2594 0.9141 0.8791 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2474 0.9141 0.8798 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2419 0.9121 0.8774 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2413 0.9062 0.8703 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2425 0.9082 0.8719 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2430 0.9082 0.8712 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2469 0.9121 0.8767 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2594 0.9102 0.8729 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 91 Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .62LES4JQB7CV9C5PT2I2, 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 2 and 92: 22.567419052124023. Interpolating between 2 and 92 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2933 0.9043 0.8635 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2564 0.9082 0.8698 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2396 0.9102 0.8743 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2378 0.9160 0.8835 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2422 0.9160 0.8841 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2440 0.9141 0.8817 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2466 0.9121 0.8787 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2526 0.9141 0.8811 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2642 0.9160 0.8822 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 92 Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .2TQCVAEBI6OTS35CBCFL, 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 2 and 93: 21.425405502319336. Interpolating between 2 and 93 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2684 0.9121 0.8739 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2532 0.9043 0.8627 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2453 0.9043 0.8643 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2435 0.9062 0.8681 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2455 0.9043 0.8665 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2467 0.9023 0.8641 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2465 0.9062 0.8689 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2497 0.9102 0.8736 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2610 0.9102 0.8729 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 93 Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .PJP1QWAB58JH1R6J8PF9, 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 2 and 94: 23.677162170410156. Interpolating between 2 and 94 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2751 0.9121 0.8739 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2337 0.9062 0.8652 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2253 0.9043 0.8620 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2502 0.9023 0.8596 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2927 0.8906 0.8478 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3059 0.8926 0.8622 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2631 0.8945 0.8657 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2311 0.9004 0.8668 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2387 0.9141 0.8811 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 94 Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .TPXK0EJPQ4YDBVGXDK6C, 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 2 and 95: 21.45880889892578. Interpolating between 2 and 95 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2586 0.9180 0.8840 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2503 0.9141 0.8798 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2447 0.9141 0.8804 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2429 0.9121 0.8780 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2449 0.9121 0.8787 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2480 0.9121 0.8800 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2492 0.9160 0.8841 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2525 0.9121 0.8780 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2629 0.9121 0.8767 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 95 Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .0V6YO0PRH161QIFSZOEI, 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 2 and 96: 21.335853576660156. Interpolating between 2 and 96 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2750 0.9199 0.8871 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2627 0.9160 0.8828 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2561 0.9121 0.8774 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2536 0.9102 0.8750 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2534 0.9102 0.8757 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2537 0.9102 0.8757 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2527 0.9141 0.8804 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2541 0.9141 0.8791 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2639 0.9121 0.8760 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 96 Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .PP0I6ZHE4M75ED4X2AYX, 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 2 and 97: 21.48233413696289. Interpolating between 2 and 97 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2718 0.9043 0.8650 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2486 0.9043 0.8658 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2367 0.9004 0.8603 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2348 0.9043 0.8665 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2377 0.9082 0.8719 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2389 0.9082 0.8719 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2402 0.9082 0.8719 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2453 0.9121 0.8767 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2594 0.9102 0.8729 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 97 Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .IXD9EIWLLC5GBT38RLVT, 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 2 and 98: 21.618370056152344. Interpolating between 2 and 98 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2615 0.9043 0.8643 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2488 0.9062 0.8674 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2428 0.9121 0.8767 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2427 0.9141 0.8804 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2454 0.9160 0.8835 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2486 0.9082 0.8726 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2514 0.9141 0.8804 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2559 0.9141 0.8798 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2653 0.9082 0.8698 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 98 Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Encountered Error: connectivity/bert_ft_qqp-2 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-2.pt Creating .19POEFAOG1N9BSNG13T8, 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 2 and 99: 23.046194076538086. Interpolating between 2 and 99 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2525 0.9121 0.8747 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2214 0.9102 0.8722 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2079 0.9121 0.8767 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2110 0.9102 0.8750 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2212 0.9141 0.8817 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2252 0.9199 0.8918 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2248 0.9102 0.8770 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2325 0.9141 0.8811 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2522 0.9121 0.8767 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2856 0.9102 0.8729 Completed interpolation from 2 to 99 Creating .QZNAHO374ALJ3YOU0XB0, for loading in git data Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .68EBS87Z3RNPGAYKP65L, for loading in git data Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Euclidean distance between 3 and 4: 22.264118194580078. Interpolating between 3 and 4 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2649 0.9102 0.8736 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2404 0.9121 0.8774 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2317 0.9121 0.8780 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2353 0.9199 0.8901 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2423 0.9199 0.8901 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2431 0.9180 0.8877 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2399 0.9199 0.8901 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2397 0.9180 0.8859 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2459 0.9160 0.8835 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 4 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .LRDR0Z60387C61AYHDDZ, 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 Euclidean distance between 3 and 5: 21.248197555541992. Interpolating between 3 and 5 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2900 0.9082 0.8705 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2747 0.9102 0.8736 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2625 0.9102 0.8743 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2535 0.9121 0.8774 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2485 0.9141 0.8804 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2447 0.9102 0.8757 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2415 0.9121 0.8787 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2415 0.9121 0.8780 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2458 0.9141 0.8798 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 5 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .25EADNO7EE8ZIEJDBMQ0, 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 Euclidean distance between 3 and 6: 21.020132064819336. Interpolating between 3 and 6 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2830 0.9043 0.8635 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2711 0.9062 0.8681 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2642 0.9062 0.8696 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2618 0.9023 0.8649 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2586 0.9023 0.8649 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2530 0.9043 0.8679 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2496 0.9102 0.8757 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2473 0.9121 0.8774 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2498 0.9180 0.8859 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 6 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .LLSFT1326HYMXDGOASNI, 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 3 and 7: 24.132551193237305. Interpolating between 3 and 7 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2917 0.9160 0.8828 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2389 0.9062 0.8689 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2357 0.8926 0.8485 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2952 0.8945 0.8500 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4111 0.8809 0.8407 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4505 0.7812 0.7607 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3339 0.8477 0.8186 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2383 0.9023 0.8724 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2237 0.9199 0.8907 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 7 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .5L5ZCNXXBTA279OCAVXI, 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 3 and 8: 21.177383422851562. Interpolating between 3 and 8 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2796 0.9102 0.8736 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2688 0.9043 0.8665 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2618 0.9043 0.8672 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2582 0.9043 0.8672 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2562 0.9082 0.8747 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2543 0.9102 0.8770 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2494 0.9141 0.8824 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2468 0.9180 0.8871 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2491 0.9141 0.8811 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 8 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .EUTGCO9TCG3MV6T5LY24, 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 3 and 9: 21.122793197631836. Interpolating between 3 and 9 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2856 0.9121 0.8760 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2695 0.9082 0.8712 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2600 0.9043 0.8665 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2547 0.9102 0.8750 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2522 0.9141 0.8811 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2492 0.9141 0.8817 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2468 0.9141 0.8817 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2465 0.9141 0.8811 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2501 0.9180 0.8859 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 9 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .0C9MM69YEGMJL992UB0V, 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 3 and 10: 21.641908645629883. Interpolating between 3 and 10 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2707 0.9160 0.8828 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2586 0.9141 0.8798 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2545 0.9102 0.8743 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2546 0.9141 0.8811 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2546 0.9160 0.8841 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2511 0.9141 0.8817 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2470 0.9180 0.8865 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2459 0.9160 0.8835 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2498 0.9141 0.8811 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 10 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .JWACA310BVS93KXQPA4A, 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 3 and 11: 23.8944091796875. Interpolating between 3 and 11 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2755 0.9062 0.8681 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2270 0.9043 0.8650 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2253 0.9062 0.8696 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2685 0.9102 0.8763 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3099 0.8984 0.8646 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2810 0.8945 0.8615 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2339 0.9082 0.8779 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2193 0.9199 0.8912 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2293 0.9160 0.8835 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 11 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .0898ZDSWNU4DDA5HE54W, 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 3 and 12: 23.845073699951172. Interpolating between 3 and 12 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2858 0.8984 0.8595 [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 0.2226 0.9062 0.8689 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2509 0.8984 0.8595 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2755 0.9004 0.8661 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2613 0.9102 0.8808 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2361 0.9102 0.8796 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2267 0.9121 0.8800 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2341 0.9180 0.8865 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 12 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .W9YJSWJKPJYR4BWKBXGG, 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 3 and 13: 22.80661392211914. Interpolating between 3 and 13 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2493 0.9062 0.8667 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2290 0.9082 0.8705 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2227 0.9102 0.8743 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2307 0.9062 0.8696 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2399 0.9062 0.8717 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2410 0.9141 0.8824 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2354 0.9160 0.8847 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2351 0.9160 0.8847 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2417 0.9141 0.8811 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 13 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .GPK8Q0NADKDSTLQBZA42, 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 3 and 14: 21.05345916748047. Interpolating between 3 and 14 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2803 0.9043 0.8650 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2628 0.9023 0.8626 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2529 0.9023 0.8634 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2489 0.9062 0.8703 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2470 0.9121 0.8787 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2454 0.9121 0.8787 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2425 0.9160 0.8841 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2438 0.9121 0.8774 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2480 0.9160 0.8828 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 14 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .F86B3TX2L39RXN96KWGY, 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 3 and 15: 21.196279525756836. Interpolating between 3 and 15 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2780 0.9141 0.8804 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2641 0.9141 0.8811 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2543 0.9141 0.8817 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2479 0.9160 0.8847 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2453 0.9160 0.8853 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2452 0.9102 0.8777 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2435 0.9141 0.8824 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2432 0.9141 0.8817 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2464 0.9141 0.8811 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 15 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .LO5GUTX84YVDBCYJY2N6, 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 3 and 16: 21.754884719848633. Interpolating between 3 and 16 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2572 0.9121 0.8760 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2430 0.9102 0.8736 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2390 0.9082 0.8705 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2406 0.9121 0.8774 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2401 0.9141 0.8804 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2378 0.9180 0.8865 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2370 0.9219 0.8919 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2384 0.9219 0.8913 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2450 0.9141 0.8798 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 16 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .CKZ212GT3ZSZNSJ5M63X, 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 3 and 17: 24.083528518676758. Interpolating between 3 and 17 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2750 0.9062 0.8681 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2291 0.9023 0.8619 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2372 0.8984 0.8539 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3196 0.8828 0.8256 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4491 0.8457 0.7812 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4556 0.7559 0.7204 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3183 0.8555 0.8263 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2441 0.9023 0.8731 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2301 0.9180 0.8877 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 17 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .QWOB7AVZ95U01ROYXL9M, 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 3 and 18: 21.151166915893555. Interpolating between 3 and 18 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2570 0.9102 0.8729 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2408 0.9102 0.8729 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2306 0.9121 0.8760 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2263 0.9141 0.8804 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2263 0.9121 0.8774 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2259 0.9141 0.8811 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2270 0.9199 0.8895 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2308 0.9180 0.8871 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2402 0.9141 0.8811 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 18 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .HW37OD84K1F0D3UX1J8C, 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 3 and 19: 21.247007369995117. Interpolating between 3 and 19 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2572 0.9219 0.8901 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2402 0.9219 0.8901 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2309 0.9219 0.8907 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2286 0.9219 0.8907 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2303 0.9121 0.8780 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2335 0.9121 0.8787 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2341 0.9180 0.8871 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2371 0.9141 0.8804 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2441 0.9180 0.8852 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 19 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .WKLGD1XEPW0Q7C1A7ROC, 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 3 and 20: 21.635955810546875. Interpolating between 3 and 20 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.3024 0.9004 0.8610 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2746 0.9062 0.8696 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2606 0.9062 0.8703 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2566 0.9062 0.8703 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2556 0.9062 0.8710 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2513 0.9121 0.8787 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2461 0.9141 0.8811 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2434 0.9160 0.8835 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2463 0.9141 0.8811 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 20 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .PZSPX53ZR09NKVVCLJMF, 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 3 and 21: 21.285276412963867. Interpolating between 3 and 21 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2693 0.9082 0.8705 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2644 0.9141 0.8798 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2662 0.9180 0.8865 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2691 0.9219 0.8919 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2692 0.9180 0.8871 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2648 0.9160 0.8847 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2573 0.9180 0.8871 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2515 0.9180 0.8871 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2512 0.9199 0.8883 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 21 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .9JP0IL4UZPOOAPARMNGK, 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 3 and 22: 24.073259353637695. Interpolating between 3 and 22 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2642 0.9082 0.8719 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2238 0.9082 0.8719 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2295 0.9043 0.8650 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2921 0.8965 0.8515 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3791 0.8926 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3653 0.8750 0.8416 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2619 0.9102 0.8838 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2188 0.9141 0.8848 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2245 0.9199 0.8901 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 22 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .JG21UD9GDDBD6ASJVE69, 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 3 and 23: 23.473142623901367. Interpolating between 3 and 23 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2711 0.8984 0.8587 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2282 0.9062 0.8703 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2159 0.9043 0.8672 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2282 0.9062 0.8723 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2416 0.9082 0.8766 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2365 0.9141 0.8842 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2253 0.9141 0.8842 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2232 0.9219 0.8930 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2336 0.9160 0.8835 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 23 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .6Z23PK0FRHWG01GJ74HF, 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 3 and 24: 21.406394958496094. Interpolating between 3 and 24 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2786 0.8984 0.8556 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2687 0.9043 0.8650 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2642 0.9043 0.8650 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2632 0.9082 0.8719 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2630 0.9082 0.8733 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2601 0.9141 0.8817 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2541 0.9141 0.8817 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2495 0.9141 0.8817 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2499 0.9160 0.8835 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 24 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .2KANPBYZEXWHJ5Q2KN69, 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 3 and 25: 21.266286849975586. Interpolating between 3 and 25 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2752 0.9102 0.8722 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2726 0.9082 0.8712 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2753 0.9062 0.8689 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2828 0.9062 0.8689 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2861 0.9141 0.8804 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2784 0.9180 0.8859 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2656 0.9160 0.8835 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2562 0.9199 0.8889 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2532 0.9180 0.8859 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 25 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .GL2QS9M5HM5FA4DEY8IF, 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 3 and 26: 21.162256240844727. Interpolating between 3 and 26 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2601 0.9141 0.8771 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2410 0.9121 0.8760 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2315 0.9102 0.8743 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2292 0.9043 0.8679 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2314 0.9082 0.8740 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2339 0.9102 0.8770 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2333 0.9141 0.8817 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2367 0.9160 0.8841 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2440 0.9160 0.8835 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 26 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .288I84R6WG4YSU1XKU1M, 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 3 and 27: 21.484516143798828. Interpolating between 3 and 27 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2369 0.9199 0.8864 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2226 0.9199 0.8877 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2168 0.9199 0.8883 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2176 0.9238 0.8949 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2219 0.9219 0.8919 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2244 0.9238 0.8954 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2260 0.9238 0.8949 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2300 0.9219 0.8925 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2404 0.9180 0.8859 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 27 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .MLI6YJMKYBQPW2GYMGT5, 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 3 and 28: 21.058324813842773. Interpolating between 3 and 28 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2705 0.9062 0.8681 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2633 0.9062 0.8681 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2591 0.9062 0.8674 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2574 0.9102 0.8736 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2551 0.9102 0.8736 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2515 0.9141 0.8791 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2495 0.9199 0.8877 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2490 0.9160 0.8828 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2513 0.9160 0.8828 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 28 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .F9904SKMQ6I4Z3ZVKY1R, 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 3 and 29: 21.155593872070312. Interpolating between 3 and 29 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2667 0.9082 0.8705 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2583 0.9102 0.8750 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2558 0.9062 0.8696 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2548 0.9082 0.8719 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2534 0.9082 0.8719 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2504 0.9062 0.8689 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2452 0.9102 0.8750 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2440 0.9160 0.8822 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2481 0.9180 0.8840 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 29 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .5UL22B681USPMZB0LQ03, 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 3 and 30: 21.4431095123291. Interpolating between 3 and 30 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2733 0.9062 0.8674 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2543 0.9121 0.8760 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2429 0.9180 0.8852 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2383 0.9141 0.8804 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2370 0.9121 0.8787 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2364 0.9160 0.8841 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2349 0.9160 0.8841 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2367 0.9199 0.8889 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2437 0.9180 0.8859 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 30 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .BCE9N4OORYWBR8W82K39, 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 3 and 31: 24.065643310546875. Interpolating between 3 and 31 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2781 0.9062 0.8674 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2324 0.9043 0.8650 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2408 0.8965 0.8524 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3195 0.8867 0.8333 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4481 0.8789 0.8394 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4626 0.7695 0.7479 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3266 0.8555 0.8271 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2406 0.9043 0.8759 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2253 0.9160 0.8859 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 31 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .SF8FRSIC684SA2MEUNI5, 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 3 and 32: 20.92986488342285. Interpolating between 3 and 32 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2753 0.9043 0.8658 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2600 0.9043 0.8665 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2506 0.9062 0.8696 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2450 0.9102 0.8743 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2420 0.9062 0.8689 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2404 0.9141 0.8804 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2384 0.9141 0.8811 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2410 0.9121 0.8780 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2466 0.9160 0.8828 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 32 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .OSE7V6VX2P4U0ZF2WKTZ, 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 3 and 33: 23.91717529296875. Interpolating between 3 and 33 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2708 0.9062 0.8652 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2238 0.9062 0.8667 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2198 0.9102 0.8736 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2576 0.9023 0.8656 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3001 0.8887 0.8550 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2835 0.8867 0.8543 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2421 0.9004 0.8675 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2250 0.9121 0.8813 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2299 0.9180 0.8865 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 33 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .QCUKI8T57JAHGCQ3RE5J, 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 3 and 34: 21.212377548217773. Interpolating between 3 and 34 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2721 0.9023 0.8619 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2592 0.9062 0.8681 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2517 0.9062 0.8689 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2475 0.9062 0.8689 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2461 0.9062 0.8689 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2431 0.9082 0.8719 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2422 0.9121 0.8787 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2429 0.9180 0.8859 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2474 0.9141 0.8804 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 34 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .SE9BS18VCM9449HVOYG3, 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 3 and 35: 21.058504104614258. Interpolating between 3 and 35 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2786 0.9082 0.8705 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2617 0.9102 0.8736 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2510 0.9141 0.8804 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2449 0.9082 0.8719 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2407 0.9082 0.8726 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2367 0.9102 0.8750 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2358 0.9141 0.8811 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2380 0.9199 0.8889 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2442 0.9199 0.8883 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 35 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .ERGQY8IPPXD3SSGOQ0SD, 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 3 and 36: 21.212108612060547. Interpolating between 3 and 36 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2945 0.9141 0.8791 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2766 0.9121 0.8774 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2648 0.9121 0.8774 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2573 0.9141 0.8804 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2543 0.9121 0.8780 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2527 0.9121 0.8787 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2507 0.9141 0.8817 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2505 0.9141 0.8811 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2522 0.9141 0.8811 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 36 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .01RFIDDC9UE9869J8SRI, 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 3 and 37: 21.452545166015625. Interpolating between 3 and 37 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2673 0.9121 0.8760 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2507 0.9121 0.8767 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2421 0.9141 0.8791 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2398 0.9160 0.8828 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2425 0.9121 0.8787 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2432 0.9160 0.8841 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2414 0.9160 0.8841 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2430 0.9160 0.8835 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2480 0.9199 0.8883 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 37 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .SEO1XJ1IG3LXM3QXP5W8, 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 3 and 38: 21.24732780456543. Interpolating between 3 and 38 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2651 0.9102 0.8729 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2577 0.9102 0.8743 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2519 0.9102 0.8750 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2490 0.9082 0.8726 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2484 0.9082 0.8726 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2468 0.9160 0.8835 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2453 0.9160 0.8841 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2455 0.9160 0.8841 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2490 0.9141 0.8804 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 38 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .5110JA93BO8YNKA03QH8, 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 3 and 39: 21.170581817626953. Interpolating between 3 and 39 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2638 0.9219 0.8907 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2535 0.9238 0.8926 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2467 0.9180 0.8840 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2434 0.9199 0.8871 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2405 0.9180 0.8846 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2389 0.9160 0.8822 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2388 0.9160 0.8828 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2403 0.9160 0.8828 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2464 0.9180 0.8846 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 39 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .A6GU62M1UAV4IP2Y5FFJ, 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 3 and 40: 22.087007522583008. Interpolating between 3 and 40 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2763 0.9160 0.8815 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2513 0.9160 0.8828 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2388 0.9160 0.8835 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2378 0.9160 0.8841 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2390 0.9121 0.8794 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2375 0.9160 0.8847 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2350 0.9160 0.8847 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2367 0.9199 0.8895 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2440 0.9141 0.8811 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 40 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .BTI0YYLV1KNQARWDL685, 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 3 and 41: 21.33847999572754. Interpolating between 3 and 41 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2713 0.9082 0.8712 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2577 0.9062 0.8696 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2518 0.9062 0.8703 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2496 0.9102 0.8757 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2473 0.9160 0.8841 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2448 0.9180 0.8865 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2400 0.9199 0.8895 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2399 0.9180 0.8865 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2451 0.9160 0.8835 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 41 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .56VLOAXPT249YOJAGP9M, 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 3 and 42: 21.411420822143555. Interpolating between 3 and 42 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2910 0.9082 0.8705 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2742 0.9043 0.8658 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2642 0.9043 0.8665 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2590 0.9043 0.8665 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2569 0.9043 0.8686 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2546 0.9043 0.8686 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2512 0.9102 0.8763 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2484 0.9141 0.8811 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2492 0.9160 0.8828 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 42 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .70OAQMVYIXTAFZIDFOQK, 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 3 and 43: 21.039888381958008. Interpolating between 3 and 43 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2748 0.9141 0.8785 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2564 0.9141 0.8791 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2439 0.9160 0.8822 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2366 0.9199 0.8877 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2335 0.9160 0.8828 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2323 0.9180 0.8859 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2324 0.9160 0.8835 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2354 0.9160 0.8835 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2432 0.9160 0.8835 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 43 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .BKN7B3OZ5N3QRHR9JQP9, 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 3 and 44: 21.24260902404785. Interpolating between 3 and 44 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2833 0.9023 0.8603 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2641 0.9043 0.8650 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2521 0.9062 0.8689 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2459 0.9102 0.8750 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2432 0.9082 0.8733 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2426 0.9062 0.8710 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2412 0.9141 0.8804 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2415 0.9160 0.8835 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2465 0.9141 0.8811 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 44 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .1G50B92P8VMZO3QTTOMY, 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 3 and 45: 21.10565948486328. Interpolating between 3 and 45 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2410 0.9219 0.8901 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2295 0.9219 0.8913 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2252 0.9180 0.8871 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2253 0.9160 0.8841 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2272 0.9160 0.8841 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2281 0.9180 0.8871 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2296 0.9199 0.8901 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2322 0.9199 0.8901 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2403 0.9180 0.8865 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 45 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .D1FUVC59PGNKYKNI08BW, 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 3 and 46: 21.398069381713867. Interpolating between 3 and 46 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2648 0.9102 0.8722 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2544 0.9160 0.8815 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2480 0.9141 0.8791 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2458 0.9160 0.8835 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2452 0.9180 0.8865 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2434 0.9180 0.8865 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2431 0.9199 0.8895 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2433 0.9199 0.8895 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2470 0.9180 0.8859 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 46 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .C7SNF2J6L1650NEUY2LQ, 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 3 and 47: 22.604339599609375. Interpolating between 3 and 47 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2680 0.9121 0.8760 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2496 0.9082 0.8712 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2426 0.9102 0.8743 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2445 0.9141 0.8804 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2467 0.9121 0.8780 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2435 0.9160 0.8841 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2396 0.9219 0.8925 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2380 0.9160 0.8847 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2434 0.9160 0.8841 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 47 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .G1WQJ0IG0AZZJJH0K3L7, 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 3 and 48: 21.44384765625. Interpolating between 3 and 48 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2645 0.9199 0.8864 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2470 0.9121 0.8767 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2397 0.9141 0.8811 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2400 0.9121 0.8794 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2441 0.9121 0.8800 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2444 0.9141 0.8830 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2423 0.9141 0.8830 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2409 0.9141 0.8817 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2452 0.9121 0.8780 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 48 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .OPI3ZS7PKUUWQX6Z3KHP, 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 3 and 49: 21.150489807128906. Interpolating between 3 and 49 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2938 0.9062 0.8659 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2752 0.9023 0.8619 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2621 0.9082 0.8705 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2531 0.9082 0.8712 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2478 0.9082 0.8726 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2441 0.9062 0.8703 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2422 0.9102 0.8757 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2420 0.9102 0.8750 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2464 0.9121 0.8774 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 49 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .IIGYS6B69TJ3R8L1D4AJ, 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 3 and 50: 21.120567321777344. Interpolating between 3 and 50 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2784 0.9141 0.8798 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2691 0.9121 0.8774 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2631 0.9082 0.8726 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2576 0.9102 0.8757 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2547 0.9062 0.8703 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2503 0.9121 0.8780 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2461 0.9121 0.8774 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2448 0.9199 0.8883 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2482 0.9180 0.8852 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 50 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .E920DIVLN6WOSN7EGERG, 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 3 and 51: 21.347829818725586. Interpolating between 3 and 51 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2795 0.9062 0.8681 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2638 0.9062 0.8681 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2548 0.9023 0.8634 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2511 0.9062 0.8703 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2502 0.9043 0.8679 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2488 0.9043 0.8679 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2456 0.9062 0.8710 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2453 0.9062 0.8703 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2481 0.9141 0.8798 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 51 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .F1ZSYD31BISLM91GILS0, 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 3 and 52: 21.285154342651367. Interpolating between 3 and 52 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2842 0.9121 0.8753 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2675 0.9141 0.8785 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2557 0.9160 0.8809 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2488 0.9160 0.8822 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2451 0.9180 0.8852 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2420 0.9160 0.8828 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2385 0.9219 0.8913 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2399 0.9199 0.8883 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2459 0.9180 0.8852 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 52 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .3OHQ1ENJVQYZDIXZQQ95, 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 3 and 53: 24.017866134643555. Interpolating between 3 and 53 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2750 0.9082 0.8712 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2308 0.9023 0.8626 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2347 0.8965 0.8507 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2934 0.8867 0.8304 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3658 0.8652 0.7953 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3303 0.8730 0.8257 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2436 0.9023 0.8724 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2179 0.9121 0.8831 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2248 0.9199 0.8901 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 53 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .L66I89GXRVLO6V6DQ6YZ, 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 3 and 54: 21.183822631835938. Interpolating between 3 and 54 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2850 0.9141 0.8791 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2694 0.9219 0.8907 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2601 0.9199 0.8883 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2554 0.9199 0.8889 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2520 0.9160 0.8841 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2488 0.9160 0.8841 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2471 0.9121 0.8787 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2479 0.9160 0.8841 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2509 0.9180 0.8859 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 54 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .H52FSWGLUB96UCY1JNG5, 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 3 and 55: 21.09278678894043. Interpolating between 3 and 55 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2653 0.9141 0.8778 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2529 0.9121 0.8753 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2437 0.9141 0.8785 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2381 0.9180 0.8840 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2358 0.9121 0.8767 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2363 0.9121 0.8767 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2355 0.9160 0.8828 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2372 0.9219 0.8913 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2439 0.9199 0.8883 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 55 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .ICM10I9W6KDBSYZ0IMW9, 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 3 and 56: 21.39614486694336. Interpolating between 3 and 56 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2727 0.9082 0.8676 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2532 0.9102 0.8715 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2433 0.9102 0.8729 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2377 0.9082 0.8719 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2362 0.9102 0.8757 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2346 0.9141 0.8824 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2343 0.9180 0.8871 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2368 0.9160 0.8841 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2445 0.9141 0.8811 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 56 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .K545NJT01EXCCRKFAGY9, 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 3 and 57: 21.574979782104492. Interpolating between 3 and 57 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2734 0.9062 0.8667 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2521 0.9062 0.8674 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2415 0.9082 0.8719 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2383 0.9102 0.8750 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2383 0.9141 0.8811 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2387 0.9141 0.8817 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2376 0.9180 0.8865 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2390 0.9199 0.8895 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2457 0.9141 0.8811 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 57 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .S0OPVYIZAG4RBVJXNLOB, 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 3 and 58: 21.351774215698242. Interpolating between 3 and 58 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2916 0.9023 0.8641 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2854 0.9023 0.8641 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2840 0.9023 0.8641 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2834 0.9062 0.8696 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2782 0.9062 0.8696 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2672 0.9062 0.8689 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2577 0.9082 0.8719 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2525 0.9102 0.8750 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2528 0.9141 0.8798 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 58 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .74QVMTKV9TGX9PSD7L6J, 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 3 and 59: 21.15097427368164. Interpolating between 3 and 59 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2812 0.9102 0.8722 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2652 0.9102 0.8729 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2555 0.9062 0.8681 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2507 0.9062 0.8689 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2484 0.9062 0.8696 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2469 0.9062 0.8696 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2444 0.9121 0.8780 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2440 0.9180 0.8865 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2481 0.9219 0.8907 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 59 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .R8C2DZNVJPY1AQM8Z5CZ, 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 3 and 60: 21.540769577026367. Interpolating between 3 and 60 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2689 0.9121 0.8747 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2549 0.9121 0.8747 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2483 0.9141 0.8778 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2473 0.9141 0.8791 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2491 0.9102 0.8750 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2476 0.9121 0.8780 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2454 0.9141 0.8804 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2443 0.9199 0.8889 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2482 0.9219 0.8907 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 60 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .0QW07BTDR7NGN4E13VJP, 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 3 and 61: 24.154130935668945. Interpolating between 3 and 61 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2813 0.9082 0.8712 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2366 0.9121 0.8767 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2451 0.9043 0.8635 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3227 0.8965 0.8507 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4338 0.8105 0.7371 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4135 0.7891 0.7465 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2846 0.8750 0.8462 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2273 0.9141 0.8848 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2278 0.9160 0.8841 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 61 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .W387OGF3P76QMQUC8VI8, 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 3 and 62: 21.322540283203125. Interpolating between 3 and 62 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2495 0.9199 0.8871 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2416 0.9219 0.8907 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2380 0.9180 0.8859 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2377 0.9141 0.8811 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2395 0.9160 0.8841 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2395 0.9180 0.8871 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2381 0.9199 0.8901 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2393 0.9160 0.8841 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2447 0.9160 0.8835 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 62 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .PS63LEH186WCLZ00TP3N, 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 3 and 63: 23.896970748901367. Interpolating between 3 and 63 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2743 0.9102 0.8736 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2252 0.9102 0.8743 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2200 0.9102 0.8750 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2618 0.9062 0.8723 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3082 0.8887 0.8557 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2838 0.8926 0.8601 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2345 0.9082 0.8779 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2208 0.9141 0.8830 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2304 0.9180 0.8865 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 63 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .FGW95JU69HM5MH1FR0IA, 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 3 and 64: 21.56400489807129. Interpolating between 3 and 64 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2747 0.9043 0.8635 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2574 0.9043 0.8650 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2477 0.9062 0.8681 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2433 0.9062 0.8689 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2418 0.9043 0.8665 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2384 0.9043 0.8665 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2348 0.9102 0.8743 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2352 0.9121 0.8774 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2429 0.9141 0.8804 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 64 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Creating .CF885SQNHP9EQC78HCGA, 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 3 and 65: 21.363861083984375. Interpolating between 3 and 65 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2909 0.9062 0.8659 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2693 0.9102 0.8722 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2560 0.9082 0.8705 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2485 0.9043 0.8665 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2456 0.9082 0.8726 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2450 0.9082 0.8726 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2446 0.9180 0.8865 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2457 0.9160 0.8835 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2498 0.9160 0.8828 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 65 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 66: 21.115034103393555. Interpolating between 3 and 66 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2915 0.9023 0.8611 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2725 0.9023 0.8626 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2591 0.9082 0.8712 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2512 0.9062 0.8696 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2466 0.9043 0.8665 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2431 0.9082 0.8719 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2422 0.9121 0.8774 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2437 0.9160 0.8828 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2485 0.9160 0.8822 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 66 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 67: 21.132823944091797. Interpolating between 3 and 67 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2840 0.9121 0.8767 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2643 0.9121 0.8767 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2539 0.9082 0.8719 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2491 0.9121 0.8767 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2466 0.9141 0.8804 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2444 0.9180 0.8871 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2414 0.9180 0.8871 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2417 0.9180 0.8865 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2463 0.9141 0.8804 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 67 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 68: 24.112163543701172. Interpolating between 3 and 68 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2661 0.9004 0.8603 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2262 0.9004 0.8595 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2322 0.8984 0.8547 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2919 0.8926 0.8415 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3793 0.8906 0.8363 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3639 0.8848 0.8468 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2561 0.8984 0.8660 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2126 0.9180 0.8889 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2197 0.9199 0.8895 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 68 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 69: 24.076675415039062. Interpolating between 3 and 69 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2586 0.9199 0.8889 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2228 0.9121 0.8747 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2366 0.8945 0.8475 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3105 0.8945 0.8457 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4182 0.8828 0.8429 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4103 0.8281 0.8018 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2946 0.8867 0.8592 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2297 0.9062 0.8769 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2244 0.9180 0.8871 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 69 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 70: 23.479032516479492. Interpolating between 3 and 70 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2865 0.8984 0.8556 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2297 0.9062 0.8689 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2206 0.9062 0.8703 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2467 0.9082 0.8766 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2696 0.9004 0.8682 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2586 0.9043 0.8727 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2368 0.9121 0.8819 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2283 0.9180 0.8877 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2358 0.9180 0.8865 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 70 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 71: 20.92396354675293. Interpolating between 3 and 71 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2573 0.9141 0.8778 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2480 0.9141 0.8785 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2412 0.9160 0.8815 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2378 0.9121 0.8767 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2367 0.9102 0.8750 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2344 0.9180 0.8865 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2353 0.9180 0.8865 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2384 0.9160 0.8835 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2455 0.9180 0.8852 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 71 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 72: 21.26944351196289. Interpolating between 3 and 72 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2905 0.9102 0.8736 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2679 0.9082 0.8712 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2584 0.9141 0.8804 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2567 0.9102 0.8763 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2553 0.9102 0.8763 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2522 0.9102 0.8763 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2493 0.9160 0.8841 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2481 0.9160 0.8841 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2510 0.9160 0.8835 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 72 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 73: 20.813724517822266. Interpolating between 3 and 73 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2681 0.9062 0.8674 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2510 0.9102 0.8736 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2406 0.9082 0.8719 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2363 0.9102 0.8757 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2350 0.9121 0.8780 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2333 0.9160 0.8835 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2334 0.9199 0.8889 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2360 0.9180 0.8865 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2432 0.9199 0.8883 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 73 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 74: 21.194791793823242. Interpolating between 3 and 74 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2635 0.9102 0.8729 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2537 0.9121 0.8760 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2478 0.9141 0.8804 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2450 0.9141 0.8811 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2466 0.9141 0.8817 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2470 0.9141 0.8817 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2458 0.9180 0.8871 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2458 0.9180 0.8865 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2494 0.9141 0.8811 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 74 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 75: 21.241580963134766. Interpolating between 3 and 75 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2969 0.9102 0.8729 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2794 0.9082 0.8705 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2675 0.9023 0.8626 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2595 0.9023 0.8634 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2552 0.9023 0.8634 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2520 0.9082 0.8726 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2483 0.9121 0.8774 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2461 0.9102 0.8757 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2480 0.9121 0.8780 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 75 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 76: 22.06636619567871. Interpolating between 3 and 76 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2524 0.9102 0.8736 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2424 0.9141 0.8791 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2399 0.9160 0.8828 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2423 0.9121 0.8780 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2463 0.9160 0.8841 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2443 0.9180 0.8871 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2384 0.9238 0.8949 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2378 0.9180 0.8865 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2438 0.9180 0.8859 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 76 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 77: 21.285852432250977. Interpolating between 3 and 77 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2750 0.9043 0.8672 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2611 0.9062 0.8703 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2525 0.9062 0.8703 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2472 0.9082 0.8719 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2445 0.9102 0.8750 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2408 0.9102 0.8750 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2383 0.9102 0.8757 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2388 0.9141 0.8811 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2451 0.9160 0.8835 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 77 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 78: 23.917118072509766. Interpolating between 3 and 78 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2846 0.9004 0.8618 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2344 0.9023 0.8649 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2257 0.9082 0.8733 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2539 0.9082 0.8760 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2880 0.8867 0.8520 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2767 0.8867 0.8543 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2455 0.9043 0.8740 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2288 0.9121 0.8831 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2333 0.9180 0.8865 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 78 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 79: 21.052682876586914. Interpolating between 3 and 79 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2527 0.9180 0.8846 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2417 0.9199 0.8877 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2353 0.9219 0.8901 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2332 0.9238 0.8932 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2353 0.9199 0.8883 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2372 0.9160 0.8835 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2387 0.9199 0.8889 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2407 0.9180 0.8871 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2464 0.9160 0.8835 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 79 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 80: 21.317861557006836. Interpolating between 3 and 80 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2608 0.9180 0.8833 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2526 0.9199 0.8871 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2497 0.9238 0.8932 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2492 0.9199 0.8877 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2494 0.9199 0.8877 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2484 0.9160 0.8835 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2438 0.9199 0.8889 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2439 0.9141 0.8811 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2482 0.9141 0.8804 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 80 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 81: 21.086339950561523. Interpolating between 3 and 81 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2687 0.9062 0.8681 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2593 0.9121 0.8760 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2530 0.9102 0.8736 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2492 0.9062 0.8696 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2469 0.9102 0.8757 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2456 0.9121 0.8787 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2435 0.9141 0.8817 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2439 0.9160 0.8841 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2477 0.9160 0.8835 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 81 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 82: 23.55112648010254. Interpolating between 3 and 82 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2408 0.9121 0.8760 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2126 0.9102 0.8750 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2082 0.9141 0.8811 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2247 0.9102 0.8770 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2388 0.9062 0.8730 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2375 0.9023 0.8677 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2292 0.9102 0.8777 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2269 0.9199 0.8895 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2358 0.9160 0.8835 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 82 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 83: 21.14505958557129. Interpolating between 3 and 83 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2618 0.9082 0.8705 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2512 0.9082 0.8712 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2443 0.9082 0.8719 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2412 0.9043 0.8672 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2396 0.9102 0.8750 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2374 0.9121 0.8780 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2361 0.9102 0.8750 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2380 0.9199 0.8889 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2447 0.9180 0.8852 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 83 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 84: 21.720521926879883. Interpolating between 3 and 84 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2776 0.9160 0.8815 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2605 0.9180 0.8852 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2524 0.9199 0.8883 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2496 0.9180 0.8865 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2478 0.9160 0.8841 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2431 0.9160 0.8835 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2396 0.9141 0.8811 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2397 0.9141 0.8804 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2459 0.9141 0.8804 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 84 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 85: 20.93201446533203. Interpolating between 3 and 85 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2756 0.9102 0.8729 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2644 0.9102 0.8736 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2561 0.9121 0.8767 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2502 0.9121 0.8774 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2458 0.9121 0.8780 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2429 0.9141 0.8811 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2397 0.9180 0.8859 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2401 0.9199 0.8889 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2453 0.9238 0.8932 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 85 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 86: 21.950376510620117. Interpolating between 3 and 86 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2847 0.9004 0.8587 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2551 0.9023 0.8611 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2377 0.9062 0.8681 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2316 0.9023 0.8656 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2315 0.9082 0.8747 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2322 0.9121 0.8806 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2296 0.9121 0.8806 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2308 0.9180 0.8871 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2391 0.9160 0.8835 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 86 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 87: 20.945249557495117. Interpolating between 3 and 87 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2546 0.9023 0.8603 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2456 0.9043 0.8635 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2407 0.9062 0.8674 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2387 0.9062 0.8674 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2386 0.9160 0.8828 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2385 0.9180 0.8852 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2387 0.9141 0.8804 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2414 0.9160 0.8835 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2470 0.9141 0.8804 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 87 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 88: 21.24100112915039. Interpolating between 3 and 88 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2486 0.9160 0.8815 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2395 0.9141 0.8791 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2340 0.9121 0.8760 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2321 0.9082 0.8705 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2327 0.9141 0.8811 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2326 0.9141 0.8817 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2322 0.9180 0.8865 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2353 0.9180 0.8865 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2433 0.9180 0.8852 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 88 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 89: 21.341127395629883. Interpolating between 3 and 89 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2795 0.9062 0.8689 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2665 0.9102 0.8750 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2583 0.9102 0.8763 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2539 0.9082 0.8740 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2514 0.9062 0.8717 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2493 0.9082 0.8747 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2453 0.9141 0.8811 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2443 0.9199 0.8889 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2474 0.9141 0.8811 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 89 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 90: 20.990955352783203. Interpolating between 3 and 90 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2574 0.9102 0.8722 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2409 0.9180 0.8846 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2330 0.9180 0.8852 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2305 0.9199 0.8883 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2315 0.9199 0.8895 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2314 0.9180 0.8877 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2318 0.9199 0.8895 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2351 0.9180 0.8871 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2433 0.9199 0.8883 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 90 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 91: 21.007930755615234. Interpolating between 3 and 91 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2774 0.9141 0.8791 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2662 0.9121 0.8767 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2589 0.9121 0.8774 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2544 0.9141 0.8798 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2514 0.9141 0.8798 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2466 0.9121 0.8774 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2433 0.9121 0.8767 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2435 0.9180 0.8865 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2481 0.9219 0.8907 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 91 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 92: 23.049882888793945. Interpolating between 3 and 92 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2933 0.9043 0.8635 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2527 0.9141 0.8785 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2408 0.9082 0.8719 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2475 0.9043 0.8665 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2564 0.9043 0.8672 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2504 0.9082 0.8747 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2419 0.9121 0.8800 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2380 0.9160 0.8841 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2433 0.9141 0.8811 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 92 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 93: 21.815675735473633. Interpolating between 3 and 93 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2684 0.9121 0.8739 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2591 0.9082 0.8691 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2569 0.9043 0.8643 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2590 0.9062 0.8681 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2602 0.9082 0.8712 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2553 0.9062 0.8689 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2458 0.9141 0.8791 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2420 0.9141 0.8791 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2460 0.9141 0.8798 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 93 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 94: 24.01896095275879. Interpolating between 3 and 94 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2751 0.9121 0.8739 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2308 0.9062 0.8636 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2376 0.9023 0.8580 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3026 0.8867 0.8314 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3888 0.8730 0.8138 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3620 0.8516 0.8031 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2627 0.8984 0.8693 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2236 0.9121 0.8831 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2260 0.9180 0.8865 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 94 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 95: 21.0269775390625. Interpolating between 3 and 95 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2586 0.9180 0.8840 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2503 0.9160 0.8822 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2442 0.9160 0.8822 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2398 0.9160 0.8822 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2376 0.9082 0.8719 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2367 0.9121 0.8780 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2372 0.9121 0.8780 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2397 0.9141 0.8804 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2455 0.9141 0.8798 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 95 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 96: 21.288637161254883. Interpolating between 3 and 96 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2750 0.9199 0.8871 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2670 0.9180 0.8846 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2663 0.9141 0.8791 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2699 0.9102 0.8743 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2712 0.9082 0.8719 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2653 0.9102 0.8743 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2567 0.9141 0.8798 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2518 0.9160 0.8828 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2515 0.9219 0.8901 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 96 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 97: 21.859024047851562. Interpolating between 3 and 97 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2718 0.9043 0.8650 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2531 0.9043 0.8658 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2461 0.9062 0.8689 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2473 0.9102 0.8757 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2499 0.9082 0.8733 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2483 0.9141 0.8824 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2459 0.9141 0.8817 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2455 0.9180 0.8859 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2492 0.9141 0.8811 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 97 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 98: 21.40908432006836. Interpolating between 3 and 98 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2615 0.9043 0.8643 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2423 0.9121 0.8767 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2339 0.9180 0.8865 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2329 0.9160 0.8847 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2358 0.9102 0.8770 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2353 0.9102 0.8770 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2342 0.9219 0.8925 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2349 0.9219 0.8925 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2418 0.9141 0.8811 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 98 Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.pt Encountered Error: connectivity/bert_ft_qqp-3 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-3.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 3 and 99: 23.545743942260742. Interpolating between 3 and 99 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2525 0.9121 0.8747 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2178 0.9121 0.8753 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2135 0.9141 0.8804 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2375 0.9180 0.8865 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2601 0.9121 0.8813 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2510 0.9023 0.8684 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2334 0.9102 0.8783 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2279 0.9160 0.8853 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2356 0.9180 0.8859 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.9160 0.8815 Completed interpolation from 3 to 99 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 Euclidean distance between 4 and 5: 22.719324111938477. Interpolating between 4 and 5 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2900 0.9082 0.8705 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2756 0.9082 0.8712 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2664 0.9121 0.8774 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2630 0.9082 0.8726 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2646 0.9082 0.8733 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2635 0.9082 0.8740 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2522 0.9082 0.8733 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2382 0.9141 0.8811 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2408 0.9102 0.8743 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 5 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 Euclidean distance between 4 and 6: 22.5277042388916. Interpolating between 4 and 6 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2830 0.9043 0.8635 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2735 0.9043 0.8658 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2710 0.9102 0.8757 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2750 0.9043 0.8686 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2798 0.9023 0.8663 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2765 0.9023 0.8663 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2597 0.9102 0.8763 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2446 0.9102 0.8757 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2457 0.9062 0.8689 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 6 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 Euclidean distance between 4 and 7: 23.230297088623047. Interpolating between 4 and 7 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2917 0.9160 0.8828 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2486 0.9102 0.8736 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2312 0.9043 0.8643 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2484 0.8945 0.8448 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2967 0.8828 0.8125 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3042 0.8672 0.7778 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2371 0.9082 0.8676 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2016 0.9238 0.8949 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2144 0.9180 0.8871 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 7 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 8: 22.599821090698242. Interpolating between 4 and 8 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2796 0.9102 0.8736 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2696 0.9062 0.8689 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2638 0.9043 0.8672 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2626 0.9023 0.8663 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2640 0.9023 0.8677 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2606 0.9082 0.8766 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2450 0.9121 0.8813 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2304 0.9141 0.8817 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2362 0.9121 0.8774 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 8 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 9: 22.162199020385742. Interpolating between 4 and 9 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2856 0.9121 0.8760 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2657 0.9121 0.8780 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2543 0.9180 0.8865 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2503 0.9082 0.8747 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2505 0.9023 0.8670 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2481 0.9102 0.8763 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2404 0.9141 0.8817 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2358 0.9121 0.8780 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2440 0.9082 0.8719 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 9 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 10: 21.63950538635254. Interpolating between 4 and 10 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2707 0.9160 0.8828 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2516 0.9160 0.8828 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2403 0.9121 0.8794 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2370 0.9141 0.8830 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2366 0.9160 0.8859 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2325 0.9141 0.8836 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2270 0.9238 0.8954 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2283 0.9180 0.8865 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2408 0.9102 0.8743 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 10 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 11: 22.57516860961914. Interpolating between 4 and 11 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2755 0.9062 0.8681 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2367 0.9043 0.8650 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2189 0.9082 0.8719 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2211 0.9102 0.8757 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2316 0.9062 0.8717 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2292 0.9062 0.8730 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2138 0.9102 0.8783 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2065 0.9238 0.8954 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2237 0.9180 0.8859 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 11 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 12: 22.713897705078125. Interpolating between 4 and 12 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2858 0.8984 0.8595 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2387 0.8965 0.8556 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2203 0.9023 0.8626 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2280 0.9043 0.8672 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2449 0.8984 0.8595 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2426 0.9082 0.8740 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2223 0.9102 0.8763 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2139 0.9121 0.8780 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2291 0.9141 0.8804 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 12 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 13: 21.544979095458984. Interpolating between 4 and 13 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2493 0.9062 0.8667 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2276 0.9102 0.8736 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2158 0.9141 0.8798 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2155 0.9121 0.8774 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2200 0.9180 0.8865 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2207 0.9199 0.8895 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2181 0.9160 0.8847 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2227 0.9180 0.8871 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2389 0.9121 0.8774 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 13 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 14: 22.12898826599121. Interpolating between 4 and 14 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2803 0.9043 0.8650 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2657 0.8965 0.8564 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2567 0.9043 0.8693 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2514 0.9062 0.8730 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2477 0.9082 0.8760 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2418 0.9062 0.8737 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2340 0.9062 0.8730 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2301 0.9141 0.8817 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2399 0.9082 0.8719 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 14 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 15: 22.57329750061035. Interpolating between 4 and 15 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2780 0.9141 0.8804 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2712 0.9141 0.8824 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2670 0.9141 0.8824 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2649 0.9102 0.8777 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2669 0.9121 0.8806 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2698 0.9082 0.8747 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2603 0.9102 0.8763 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2458 0.9121 0.8780 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2478 0.9121 0.8767 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 15 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 16: 21.525588989257812. Interpolating between 4 and 16 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2572 0.9121 0.8760 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2406 0.9141 0.8798 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2313 0.9160 0.8828 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2294 0.9199 0.8895 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2301 0.9160 0.8847 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2283 0.9160 0.8847 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2249 0.9180 0.8871 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2268 0.9180 0.8865 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2399 0.9102 0.8743 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 16 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 17: 23.056947708129883. Interpolating between 4 and 17 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2750 0.9062 0.8681 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2354 0.9043 0.8643 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2224 0.9023 0.8596 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2413 0.8965 0.8490 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2779 0.8984 0.8523 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2832 0.9121 0.8787 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2389 0.9102 0.8802 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2031 0.9141 0.8848 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2135 0.9199 0.8907 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 17 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 18: 22.374496459960938. Interpolating between 4 and 18 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2570 0.9102 0.8729 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2420 0.9062 0.8681 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2345 0.9043 0.8658 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2335 0.9023 0.8641 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2370 0.9043 0.8672 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2372 0.9102 0.8743 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2322 0.9121 0.8774 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2294 0.9121 0.8774 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2396 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 18 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 19: 22.54574966430664. Interpolating between 4 and 19 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2572 0.9219 0.8901 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2430 0.9199 0.8883 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2371 0.9121 0.8780 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2402 0.9082 0.8740 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2483 0.9082 0.8747 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2519 0.9062 0.8717 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2435 0.9102 0.8763 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2346 0.9121 0.8780 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2412 0.9082 0.8712 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 19 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 20: 21.666337966918945. Interpolating between 4 and 20 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.3024 0.9004 0.8610 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2749 0.9043 0.8672 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2578 0.9082 0.8740 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2490 0.9062 0.8723 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2449 0.9062 0.8730 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2392 0.9082 0.8760 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2318 0.9141 0.8830 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2302 0.9141 0.8811 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2409 0.9121 0.8774 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 20 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 21: 22.60385513305664. Interpolating between 4 and 21 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2693 0.9082 0.8705 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2614 0.9121 0.8774 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2577 0.9121 0.8800 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2577 0.9121 0.8800 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2592 0.9082 0.8753 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2559 0.9062 0.8737 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2435 0.9102 0.8783 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2314 0.9180 0.8877 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2368 0.9082 0.8726 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 21 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 22: 22.932863235473633. Interpolating between 4 and 22 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2642 0.9082 0.8719 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2314 0.9082 0.8719 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2184 0.9121 0.8760 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2235 0.9062 0.8667 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2357 0.9062 0.8667 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2345 0.9102 0.8757 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2146 0.9121 0.8806 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2032 0.9219 0.8936 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2184 0.9160 0.8841 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 22 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 23: 22.114322662353516. Interpolating between 4 and 23 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2711 0.8984 0.8587 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2322 0.9023 0.8649 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2143 0.9062 0.8703 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2140 0.9102 0.8763 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2205 0.9180 0.8877 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2192 0.9141 0.8830 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2119 0.9160 0.8853 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2134 0.9180 0.8871 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2312 0.9160 0.8835 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 23 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 24: 22.654991149902344. Interpolating between 4 and 24 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2786 0.8984 0.8556 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2634 0.9062 0.8681 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2555 0.9043 0.8665 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2547 0.9004 0.8618 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2591 0.9023 0.8663 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2598 0.9043 0.8693 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2459 0.9082 0.8747 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2334 0.9062 0.8703 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2381 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 24 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 25: 22.42691421508789. Interpolating between 4 and 25 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2752 0.9102 0.8722 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2674 0.9023 0.8641 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2607 0.9043 0.8679 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2579 0.9023 0.8656 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2557 0.9062 0.8730 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2514 0.9062 0.8737 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2412 0.9121 0.8806 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2336 0.9160 0.8847 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2395 0.9121 0.8774 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 25 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 26: 22.341949462890625. Interpolating between 4 and 26 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2601 0.9141 0.8771 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2444 0.9121 0.8774 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2373 0.9043 0.8672 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2387 0.9082 0.8740 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2433 0.9082 0.8753 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2424 0.9141 0.8824 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2330 0.9160 0.8847 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2275 0.9141 0.8817 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2381 0.9121 0.8767 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 26 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 27: 22.47574806213379. Interpolating between 4 and 27 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2369 0.9199 0.8864 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2225 0.9180 0.8846 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2169 0.9199 0.8877 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2216 0.9141 0.8798 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2333 0.9141 0.8811 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2381 0.9082 0.8740 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2302 0.9082 0.8733 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2233 0.9082 0.8719 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2335 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 27 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 28: 22.195241928100586. Interpolating between 4 and 28 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2705 0.9062 0.8681 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2558 0.9082 0.8712 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2458 0.9141 0.8824 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2411 0.9160 0.8859 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2394 0.9160 0.8859 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2372 0.9160 0.8865 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2309 0.9160 0.8859 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2284 0.9160 0.8841 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2388 0.9102 0.8750 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 28 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 29: 22.196014404296875. Interpolating between 4 and 29 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2667 0.9082 0.8705 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2529 0.9121 0.8774 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2467 0.9160 0.8835 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2455 0.9043 0.8686 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2453 0.9082 0.8747 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2426 0.9062 0.8723 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2362 0.9102 0.8763 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2338 0.9141 0.8804 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2425 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 29 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 30: 22.495634078979492. Interpolating between 4 and 30 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2733 0.9062 0.8674 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2577 0.9102 0.8736 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2498 0.9023 0.8641 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2479 0.9004 0.8625 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2501 0.9023 0.8656 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2504 0.9062 0.8710 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2456 0.9023 0.8649 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2410 0.9082 0.8712 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2468 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 30 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 31: 23.015228271484375. Interpolating between 4 and 31 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2781 0.9062 0.8674 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2409 0.9160 0.8822 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2260 0.9043 0.8643 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2354 0.8926 0.8451 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2572 0.8945 0.8475 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2587 0.9082 0.8733 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2280 0.9102 0.8789 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2038 0.9180 0.8895 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2165 0.9180 0.8871 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 31 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 32: 22.317581176757812. Interpolating between 4 and 32 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2753 0.9043 0.8658 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2622 0.9062 0.8710 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2555 0.9062 0.8723 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2530 0.9062 0.8730 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2525 0.9062 0.8730 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2498 0.9043 0.8700 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2390 0.9023 0.8663 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2323 0.9082 0.8733 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2400 0.9082 0.8719 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 32 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 33: 22.477699279785156. Interpolating between 4 and 33 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2708 0.9062 0.8652 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2322 0.9102 0.8722 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2148 0.9160 0.8809 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2146 0.9141 0.8804 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2205 0.9082 0.8740 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2187 0.9082 0.8753 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2111 0.9141 0.8830 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2105 0.9199 0.8907 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2281 0.9180 0.8859 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 33 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 34: 22.19728660583496. Interpolating between 4 and 34 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2721 0.9023 0.8619 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2580 0.9062 0.8689 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2505 0.9043 0.8672 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2472 0.9043 0.8672 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2501 0.9023 0.8656 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2502 0.9043 0.8686 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2426 0.9062 0.8703 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2386 0.9062 0.8696 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2463 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 34 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 35: 22.300907135009766. Interpolating between 4 and 35 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2786 0.9082 0.8705 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2636 0.9062 0.8696 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2534 0.9043 0.8686 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2474 0.9043 0.8686 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2449 0.9082 0.8747 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2435 0.9141 0.8817 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2367 0.9160 0.8841 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2319 0.9160 0.8841 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2404 0.9121 0.8774 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 35 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 36: 22.307004928588867. Interpolating between 4 and 36 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2945 0.9141 0.8791 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2777 0.9102 0.8750 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2660 0.9082 0.8726 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2601 0.9082 0.8733 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2586 0.9062 0.8710 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2585 0.9102 0.8763 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2538 0.9102 0.8757 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2470 0.9121 0.8780 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2508 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 36 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 37: 22.01854133605957. Interpolating between 4 and 37 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2673 0.9121 0.8760 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2536 0.9121 0.8767 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2448 0.9160 0.8828 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2409 0.9160 0.8835 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2410 0.9160 0.8841 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2373 0.9160 0.8835 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2325 0.9180 0.8852 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2316 0.9160 0.8822 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2423 0.9141 0.8798 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 37 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 38: 22.59443473815918. Interpolating between 4 and 38 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2651 0.9102 0.8729 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2615 0.9062 0.8696 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2595 0.9004 0.8618 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2605 0.9023 0.8663 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2651 0.9062 0.8737 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2650 0.9082 0.8760 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2534 0.9121 0.8806 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2406 0.9102 0.8763 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2432 0.9062 0.8689 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 38 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 39: 22.210693359375. Interpolating between 4 and 39 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2638 0.9219 0.8907 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2537 0.9160 0.8841 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2485 0.9160 0.8853 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2458 0.9121 0.8806 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2435 0.9102 0.8783 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2377 0.9141 0.8830 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2319 0.9141 0.8824 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2311 0.9180 0.8871 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2410 0.9082 0.8712 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 39 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 40: 21.53312110900879. Interpolating between 4 and 40 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2763 0.9160 0.8815 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2537 0.9160 0.8828 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2398 0.9141 0.8804 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2344 0.9160 0.8835 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2347 0.9160 0.8841 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2330 0.9180 0.8871 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2288 0.9160 0.8841 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2302 0.9121 0.8774 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2430 0.9121 0.8774 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 40 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 41: 22.04317283630371. Interpolating between 4 and 41 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2713 0.9082 0.8712 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2574 0.9004 0.8625 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2494 0.9023 0.8663 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2466 0.9004 0.8654 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2470 0.9023 0.8684 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2439 0.9062 0.8737 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2357 0.9121 0.8806 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2325 0.9121 0.8787 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2413 0.9102 0.8743 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 41 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 42: 22.53439712524414. Interpolating between 4 and 42 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2910 0.9082 0.8705 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2786 0.9043 0.8658 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2684 0.9043 0.8665 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2633 0.9043 0.8672 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2649 0.9023 0.8656 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2613 0.9043 0.8693 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2473 0.9121 0.8794 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2348 0.9180 0.8865 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2401 0.9141 0.8798 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 42 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 43: 22.419958114624023. Interpolating between 4 and 43 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2748 0.9141 0.8785 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2616 0.9121 0.8774 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2525 0.9121 0.8787 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2494 0.9141 0.8817 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2497 0.9160 0.8853 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2502 0.9160 0.8847 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2429 0.9121 0.8787 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2358 0.9121 0.8787 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2418 0.9102 0.8743 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 43 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 44: 22.391544342041016. Interpolating between 4 and 44 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2833 0.9023 0.8603 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2637 0.9062 0.8681 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2523 0.9082 0.8726 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2489 0.9102 0.8757 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2495 0.9023 0.8656 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2492 0.9062 0.8717 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2396 0.9102 0.8757 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2326 0.9082 0.8719 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2397 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 44 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 45: 22.20537567138672. Interpolating between 4 and 45 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2410 0.9219 0.8901 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2356 0.9199 0.8883 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2343 0.9141 0.8811 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2354 0.9082 0.8733 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2373 0.9121 0.8787 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2359 0.9141 0.8824 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2312 0.9160 0.8847 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2310 0.9141 0.8804 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2412 0.9082 0.8712 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 45 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 46: 22.616334915161133. Interpolating between 4 and 46 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2648 0.9102 0.8722 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2505 0.9121 0.8760 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2414 0.9102 0.8736 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2418 0.9102 0.8757 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2514 0.9082 0.8726 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2588 0.9082 0.8740 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2525 0.9082 0.8740 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2428 0.9102 0.8750 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2458 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 46 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 47: 21.59889793395996. Interpolating between 4 and 47 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2680 0.9121 0.8760 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2459 0.9082 0.8712 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2329 0.9062 0.8681 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2306 0.9102 0.8743 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2338 0.9082 0.8726 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2319 0.9141 0.8817 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2256 0.9121 0.8794 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2258 0.9121 0.8780 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2385 0.9082 0.8719 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 47 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 48: 22.5448055267334. Interpolating between 4 and 48 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2645 0.9199 0.8864 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2421 0.9121 0.8767 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2332 0.9160 0.8828 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2373 0.9160 0.8835 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2482 0.9023 0.8663 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2486 0.9043 0.8693 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2359 0.9121 0.8794 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2257 0.9141 0.8811 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2341 0.9121 0.8767 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 48 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 49: 22.534759521484375. Interpolating between 4 and 49 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2938 0.9062 0.8659 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2745 0.9004 0.8595 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2615 0.9023 0.8626 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2583 0.9062 0.8696 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2632 0.9023 0.8656 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2649 0.9082 0.8740 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2521 0.9121 0.8787 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2358 0.9082 0.8719 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2391 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 49 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 50: 22.504627227783203. Interpolating between 4 and 50 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2784 0.9141 0.8798 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2723 0.9082 0.8733 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2683 0.9062 0.8710 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2666 0.9062 0.8723 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2669 0.9062 0.8730 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2637 0.9121 0.8813 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2504 0.9160 0.8847 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2389 0.9121 0.8780 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2436 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 50 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 51: 22.580957412719727. Interpolating between 4 and 51 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2795 0.9062 0.8681 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2596 0.9062 0.8689 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2480 0.9043 0.8672 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2456 0.9062 0.8717 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2500 0.9082 0.8753 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2542 0.9023 0.8677 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2463 0.9062 0.8710 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2362 0.9043 0.8679 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2406 0.9082 0.8719 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 51 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 52: 22.367698669433594. Interpolating between 4 and 52 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2842 0.9121 0.8753 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2662 0.9121 0.8753 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2553 0.9082 0.8705 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2521 0.9121 0.8774 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2546 0.9121 0.8774 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2538 0.9102 0.8750 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2465 0.9121 0.8774 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2388 0.9121 0.8774 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2455 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 52 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 53: 22.849607467651367. Interpolating between 4 and 53 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2750 0.9082 0.8712 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2383 0.9062 0.8689 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2235 0.8984 0.8556 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2271 0.8965 0.8515 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2360 0.8984 0.8556 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2324 0.9082 0.8733 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2145 0.9082 0.8747 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2038 0.9238 0.8954 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2191 0.9199 0.8895 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 53 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 54: 22.203083038330078. Interpolating between 4 and 54 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2850 0.9141 0.8791 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2698 0.9160 0.8835 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2595 0.9160 0.8841 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2549 0.9141 0.8824 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2515 0.9121 0.8800 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2455 0.9141 0.8824 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2365 0.9141 0.8817 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2327 0.9160 0.8835 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2415 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 54 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 55: 22.4883975982666. Interpolating between 4 and 55 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2653 0.9141 0.8778 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2514 0.9102 0.8729 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2432 0.9062 0.8689 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2419 0.9062 0.8703 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2451 0.9082 0.8733 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2475 0.9160 0.8847 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2395 0.9160 0.8841 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2324 0.9141 0.8804 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2406 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 55 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 56: 22.080957412719727. Interpolating between 4 and 56 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2727 0.9082 0.8676 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2511 0.9121 0.8753 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2405 0.9082 0.8726 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2370 0.9043 0.8679 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2383 0.9082 0.8740 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2359 0.9121 0.8794 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2294 0.9160 0.8847 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2280 0.9160 0.8835 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2394 0.9141 0.8798 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 56 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 57: 22.313650131225586. Interpolating between 4 and 57 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2734 0.9062 0.8667 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2561 0.9043 0.8658 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2465 0.9023 0.8634 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2439 0.9023 0.8641 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2438 0.9062 0.8710 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2411 0.9082 0.8740 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2343 0.9141 0.8817 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2331 0.9121 0.8767 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2438 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 57 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 58: 22.205432891845703. Interpolating between 4 and 58 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2916 0.9023 0.8641 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2766 0.8984 0.8602 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2661 0.9004 0.8654 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2604 0.9023 0.8684 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2578 0.9062 0.8737 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2522 0.9082 0.8766 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2404 0.9141 0.8842 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2333 0.9141 0.8817 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2407 0.9062 0.8696 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 58 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 59: 22.405290603637695. Interpolating between 4 and 59 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2812 0.9102 0.8722 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2638 0.9043 0.8643 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2552 0.9043 0.8658 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2550 0.9062 0.8689 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2582 0.9062 0.8696 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2572 0.9043 0.8679 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2448 0.9121 0.8780 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2366 0.9082 0.8712 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2433 0.9121 0.8767 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 59 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 60: 21.816190719604492. Interpolating between 4 and 60 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2689 0.9121 0.8747 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2530 0.9141 0.8791 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2436 0.9141 0.8811 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2397 0.9102 0.8763 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2383 0.9102 0.8770 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2347 0.9121 0.8794 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2302 0.9180 0.8871 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2310 0.9141 0.8804 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2427 0.9141 0.8798 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 60 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 61: 22.982227325439453. Interpolating between 4 and 61 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2813 0.9082 0.8712 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2443 0.9082 0.8712 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2297 0.9062 0.8681 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2358 0.9082 0.8705 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2507 0.9082 0.8726 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2479 0.9062 0.8743 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2237 0.9102 0.8796 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2071 0.9160 0.8865 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2193 0.9160 0.8847 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 61 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 62: 22.5282039642334. Interpolating between 4 and 62 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2495 0.9199 0.8871 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2370 0.9199 0.8889 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2333 0.9102 0.8763 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2367 0.9023 0.8663 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2427 0.9023 0.8670 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2441 0.9023 0.8663 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2358 0.9082 0.8740 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2272 0.9102 0.8750 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2360 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 62 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 63: 22.43011474609375. Interpolating between 4 and 63 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2743 0.9102 0.8736 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2387 0.9121 0.8767 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2203 0.9121 0.8780 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2167 0.9141 0.8817 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2189 0.9062 0.8723 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2172 0.9082 0.8760 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2114 0.9160 0.8859 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2122 0.9160 0.8847 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2304 0.9180 0.8865 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 63 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 64: 21.621925354003906. Interpolating between 4 and 64 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2747 0.9043 0.8635 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2540 0.9043 0.8658 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2424 0.9043 0.8672 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2378 0.9082 0.8726 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2355 0.9082 0.8726 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2305 0.9102 0.8757 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2252 0.9102 0.8750 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2274 0.9141 0.8798 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2405 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 64 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 65: 22.035171508789062. Interpolating between 4 and 65 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2909 0.9062 0.8659 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2660 0.9102 0.8722 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2514 0.9062 0.8689 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2466 0.9082 0.8726 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2462 0.9082 0.8726 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2441 0.9121 0.8787 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2354 0.9141 0.8817 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2321 0.9102 0.8743 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2419 0.9102 0.8743 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 65 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 66: 22.255388259887695. Interpolating between 4 and 66 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2915 0.9023 0.8611 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2749 0.9023 0.8641 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2646 0.9062 0.8703 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2595 0.9102 0.8763 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2572 0.9062 0.8717 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2519 0.9082 0.8740 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2419 0.9082 0.8733 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2364 0.9082 0.8719 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2440 0.9082 0.8719 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 66 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 67: 22.224971771240234. Interpolating between 4 and 67 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2840 0.9121 0.8767 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2613 0.9082 0.8712 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2470 0.9043 0.8665 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2416 0.9023 0.8656 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2425 0.9062 0.8723 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2404 0.9102 0.8770 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2307 0.9141 0.8817 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2271 0.9121 0.8780 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2390 0.9121 0.8767 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 67 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 68: 22.93270492553711. Interpolating between 4 and 68 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2661 0.9004 0.8603 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2313 0.9004 0.8603 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2184 0.9082 0.8712 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2275 0.9082 0.8712 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2488 0.9043 0.8679 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2506 0.9102 0.8783 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2215 0.9121 0.8813 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2002 0.9219 0.8936 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2148 0.9199 0.8895 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 68 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 69: 22.896364212036133. Interpolating between 4 and 69 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2586 0.9199 0.8889 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2256 0.9121 0.8747 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2162 0.9141 0.8764 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2271 0.9062 0.8644 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2460 0.9043 0.8635 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2454 0.9160 0.8853 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2201 0.9121 0.8819 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2024 0.9141 0.8842 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2173 0.9199 0.8907 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 69 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 70: 22.078285217285156. Interpolating between 4 and 70 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2865 0.8984 0.8556 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2433 0.9023 0.8619 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2222 0.9062 0.8689 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2186 0.9102 0.8757 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2223 0.9160 0.8847 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2210 0.9160 0.8847 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2159 0.9121 0.8800 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2183 0.9141 0.8817 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2353 0.9160 0.8835 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 70 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 71: 22.371004104614258. Interpolating between 4 and 71 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2573 0.9141 0.8778 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2492 0.9160 0.8809 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2443 0.9102 0.8736 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2442 0.9062 0.8689 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2465 0.9102 0.8763 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2430 0.9141 0.8811 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2341 0.9160 0.8835 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2291 0.9141 0.8804 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2379 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 71 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 72: 21.906396865844727. Interpolating between 4 and 72 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2905 0.9102 0.8736 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2673 0.9141 0.8804 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2539 0.9141 0.8817 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2481 0.9121 0.8806 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2459 0.9160 0.8853 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2418 0.9180 0.8877 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2366 0.9180 0.8871 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2364 0.9141 0.8804 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2456 0.9121 0.8760 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 72 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 73: 22.363059997558594. Interpolating between 4 and 73 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2681 0.9062 0.8674 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2553 0.9121 0.8767 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2487 0.9062 0.8710 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2473 0.9043 0.8693 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2495 0.9102 0.8777 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2484 0.9121 0.8800 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2394 0.9121 0.8787 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2331 0.9141 0.8798 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2410 0.9121 0.8767 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 73 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 74: 22.643259048461914. Interpolating between 4 and 74 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2635 0.9102 0.8729 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2541 0.9102 0.8743 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2502 0.9082 0.8733 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2514 0.9043 0.8679 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2562 0.9062 0.8717 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2600 0.9121 0.8800 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2540 0.9121 0.8780 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2454 0.9102 0.8750 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2470 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 74 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 75: 22.631120681762695. Interpolating between 4 and 75 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2969 0.9102 0.8729 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2794 0.9043 0.8643 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2668 0.8984 0.8564 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2602 0.9023 0.8626 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2603 0.9023 0.8641 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2605 0.9043 0.8686 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2520 0.9082 0.8740 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2402 0.9082 0.8726 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2430 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 75 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 76: 21.54334259033203. Interpolating between 4 and 76 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2524 0.9102 0.8736 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2346 0.9082 0.8719 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2250 0.9062 0.8696 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2232 0.9082 0.8726 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2264 0.9121 0.8794 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2250 0.9121 0.8794 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2191 0.9160 0.8847 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2190 0.9141 0.8811 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2342 0.9121 0.8767 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 76 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 77: 22.028160095214844. Interpolating between 4 and 77 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2750 0.9043 0.8672 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2647 0.9043 0.8686 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2568 0.9043 0.8693 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2503 0.9082 0.8753 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2470 0.9082 0.8753 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2400 0.9102 0.8777 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2305 0.9160 0.8853 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2293 0.9180 0.8871 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2399 0.9121 0.8774 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 77 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 78: 22.613048553466797. Interpolating between 4 and 78 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2846 0.9004 0.8618 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2408 0.9023 0.8641 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2211 0.9062 0.8710 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2204 0.9082 0.8733 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2280 0.9102 0.8763 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2267 0.9160 0.8859 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2156 0.9180 0.8889 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2119 0.9180 0.8883 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2280 0.9121 0.8787 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 78 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 79: 22.453548431396484. Interpolating between 4 and 79 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2527 0.9180 0.8846 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2466 0.9180 0.8852 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2473 0.9180 0.8865 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2531 0.9082 0.8740 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2586 0.9082 0.8747 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2580 0.9121 0.8800 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2473 0.9160 0.8841 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2368 0.9102 0.8750 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2417 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 79 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 80: 22.321304321289062. Interpolating between 4 and 80 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2608 0.9180 0.8833 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2504 0.9199 0.8871 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2436 0.9199 0.8883 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2416 0.9180 0.8865 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2424 0.9219 0.8930 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2412 0.9199 0.8901 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2348 0.9199 0.8895 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2328 0.9180 0.8859 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2416 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 80 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 81: 22.472700119018555. Interpolating between 4 and 81 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2687 0.9062 0.8681 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2568 0.9082 0.8705 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2488 0.9062 0.8681 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2466 0.9062 0.8689 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2493 0.9082 0.8726 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2483 0.9102 0.8763 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2400 0.9141 0.8811 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2328 0.9121 0.8780 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2397 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 81 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 82: 22.209701538085938. Interpolating between 4 and 82 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2408 0.9121 0.8760 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2111 0.9141 0.8798 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.1999 0.9141 0.8798 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2071 0.9141 0.8817 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2204 0.9180 0.8877 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2201 0.9160 0.8859 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2120 0.9180 0.8877 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2145 0.9141 0.8817 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2333 0.9160 0.8835 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 82 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 83: 22.248857498168945. Interpolating between 4 and 83 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2618 0.9082 0.8705 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2488 0.9082 0.8733 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2419 0.9043 0.8686 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2400 0.9121 0.8806 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2408 0.9121 0.8806 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2368 0.9141 0.8830 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2287 0.9180 0.8877 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2261 0.9160 0.8835 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2370 0.9121 0.8767 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 83 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 84: 21.363422393798828. Interpolating between 4 and 84 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2776 0.9160 0.8815 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2531 0.9199 0.8877 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2378 0.9199 0.8889 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2303 0.9180 0.8877 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2271 0.9160 0.8853 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2238 0.9219 0.8936 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2212 0.9219 0.8930 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2242 0.9160 0.8841 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2384 0.9121 0.8774 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 84 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 85: 22.516271591186523. Interpolating between 4 and 85 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2756 0.9102 0.8729 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2676 0.9121 0.8767 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2630 0.9160 0.8835 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2621 0.9121 0.8794 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2624 0.9082 0.8747 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2585 0.9121 0.8794 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2463 0.9180 0.8865 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2357 0.9180 0.8859 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2404 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 85 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 86: 21.96300506591797. Interpolating between 4 and 86 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2847 0.9004 0.8587 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2604 0.9004 0.8579 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2448 0.9004 0.8579 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2397 0.9004 0.8587 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2415 0.9023 0.8626 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2383 0.9023 0.8641 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2293 0.9121 0.8767 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2262 0.9102 0.8736 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2381 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 86 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 87: 22.275192260742188. Interpolating between 4 and 87 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2546 0.9023 0.8603 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2459 0.9082 0.8705 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2455 0.9043 0.8658 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2495 0.9043 0.8672 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2555 0.9062 0.8703 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2594 0.9082 0.8733 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2519 0.9062 0.8689 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2442 0.9082 0.8712 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2484 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 87 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 88: 22.58392906188965. Interpolating between 4 and 88 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2486 0.9160 0.8815 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2391 0.9160 0.8815 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2368 0.9141 0.8791 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2417 0.9082 0.8726 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2497 0.9023 0.8656 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2498 0.9102 0.8763 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2382 0.9141 0.8811 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2294 0.9141 0.8804 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2376 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 88 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 89: 22.585084915161133. Interpolating between 4 and 89 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2795 0.9062 0.8689 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2642 0.9082 0.8719 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2561 0.9004 0.8625 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2557 0.9023 0.8670 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2613 0.8984 0.8617 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2608 0.8965 0.8594 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2483 0.9023 0.8663 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2351 0.9102 0.8757 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2395 0.9102 0.8743 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 89 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 90: 22.30183219909668. Interpolating between 4 and 90 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2574 0.9102 0.8722 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2470 0.9180 0.8846 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2407 0.9199 0.8883 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2399 0.9199 0.8889 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2418 0.9141 0.8817 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2417 0.9180 0.8865 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2346 0.9141 0.8811 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2314 0.9141 0.8798 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2409 0.9121 0.8767 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 90 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 91: 22.09886360168457. Interpolating between 4 and 91 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2774 0.9141 0.8791 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2646 0.9082 0.8726 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2575 0.9062 0.8717 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2547 0.9043 0.8693 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2525 0.9043 0.8693 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2471 0.9082 0.8747 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2361 0.9121 0.8794 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2306 0.9121 0.8787 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2399 0.9121 0.8774 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 91 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 92: 21.786462783813477. Interpolating between 4 and 92 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2933 0.9043 0.8635 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2566 0.9082 0.8698 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2340 0.9082 0.8705 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2251 0.9102 0.8757 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2245 0.9141 0.8817 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2236 0.9160 0.8853 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2221 0.9219 0.8925 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2269 0.9160 0.8828 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2419 0.9141 0.8798 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 92 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 93: 21.665231704711914. Interpolating between 4 and 93 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2684 0.9121 0.8739 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2493 0.9043 0.8643 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2386 0.9062 0.8689 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2376 0.9082 0.8733 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2409 0.9082 0.8740 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2381 0.9102 0.8770 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2295 0.9121 0.8794 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2273 0.9141 0.8811 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2391 0.9082 0.8712 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 93 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 94: 22.86783790588379. Interpolating between 4 and 94 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2751 0.9121 0.8739 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2362 0.9082 0.8676 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2217 0.9082 0.8653 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2302 0.9043 0.8596 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2496 0.9121 0.8739 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2502 0.9062 0.8730 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2236 0.9121 0.8825 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2054 0.9102 0.8789 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2183 0.9160 0.8847 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 94 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 95: 22.34441566467285. Interpolating between 4 and 95 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2586 0.9180 0.8840 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2502 0.9102 0.8750 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2443 0.9043 0.8686 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2418 0.9062 0.8723 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2410 0.9062 0.8723 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2392 0.9082 0.8753 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2327 0.9121 0.8800 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2292 0.9141 0.8817 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2383 0.9121 0.8774 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 95 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 96: 22.03720474243164. Interpolating between 4 and 96 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2750 0.9199 0.8871 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2586 0.9160 0.8828 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2477 0.9121 0.8780 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2430 0.9121 0.8794 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2432 0.9180 0.8883 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2403 0.9180 0.8883 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2329 0.9219 0.8930 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2296 0.9141 0.8811 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2393 0.9121 0.8774 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 96 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 97: 21.512245178222656. Interpolating between 4 and 97 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2718 0.9043 0.8650 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2513 0.9043 0.8658 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2396 0.9062 0.8689 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2357 0.9062 0.8696 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2336 0.9102 0.8750 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2312 0.9121 0.8780 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2281 0.9121 0.8780 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2299 0.9121 0.8774 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2419 0.9082 0.8712 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 97 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 98: 22.40904998779297. Interpolating between 4 and 98 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2615 0.9043 0.8643 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2474 0.9062 0.8689 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2411 0.9121 0.8780 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2425 0.9023 0.8649 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2494 0.9062 0.8710 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2503 0.9062 0.8710 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2386 0.9102 0.8757 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2316 0.9102 0.8750 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2409 0.9062 0.8681 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 98 Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.pt Encountered Error: connectivity/bert_ft_qqp-4 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-4.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 4 and 99: 22.173398971557617. Interpolating between 4 and 99 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2525 0.9121 0.8747 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2219 0.9102 0.8715 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2078 0.9160 0.8809 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2093 0.9082 0.8726 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2176 0.9121 0.8794 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2185 0.9141 0.8824 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2125 0.9121 0.8800 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2128 0.9121 0.8787 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2296 0.9121 0.8774 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2649 0.9102 0.8736 Completed interpolation from 4 to 99 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 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 Euclidean distance between 5 and 6: 21.056406021118164. Interpolating between 5 and 6 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2830 0.9043 0.8635 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2662 0.9082 0.8705 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2573 0.9004 0.8610 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2512 0.9062 0.8703 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2479 0.9102 0.8750 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2475 0.9102 0.8743 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2503 0.9102 0.8743 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2584 0.9082 0.8712 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2712 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 6 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 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 5 and 7: 24.35186767578125. Interpolating between 5 and 7 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2917 0.9160 0.8828 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2358 0.9082 0.8719 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2385 0.9062 0.8696 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3255 0.8984 0.8595 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4779 0.8789 0.8450 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4814 0.7637 0.7463 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3230 0.8613 0.8322 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2413 0.8906 0.8564 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2494 0.9062 0.8717 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 7 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 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 5 and 8: 20.961719512939453. Interpolating between 5 and 8 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2796 0.9102 0.8736 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2658 0.9082 0.8712 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2580 0.9102 0.8750 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2552 0.9043 0.8679 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2555 0.9043 0.8672 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2573 0.9043 0.8679 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2601 0.9082 0.8726 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2656 0.9082 0.8719 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2754 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 8 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 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 5 and 9: 21.60021209716797. Interpolating between 5 and 9 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2856 0.9121 0.8760 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2640 0.9004 0.8603 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2547 0.9043 0.8672 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2517 0.9023 0.8649 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2506 0.9062 0.8696 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2503 0.9082 0.8726 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2522 0.9121 0.8780 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2582 0.9121 0.8774 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2705 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 9 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 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 5 and 10: 21.95350456237793. Interpolating between 5 and 10 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2707 0.9160 0.8828 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2566 0.9121 0.8774 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2526 0.9062 0.8696 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2550 0.9082 0.8726 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2586 0.9082 0.8726 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2618 0.9102 0.8750 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2651 0.9062 0.8681 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2702 0.9062 0.8681 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2789 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 10 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 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 5 and 11: 24.17824935913086. Interpolating between 5 and 11 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2755 0.9062 0.8681 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2249 0.9082 0.8712 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2320 0.9121 0.8774 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3075 0.9062 0.8710 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3629 0.8887 0.8519 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2934 0.8887 0.8550 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2395 0.9004 0.8682 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2374 0.9043 0.8693 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2585 0.9043 0.8658 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 11 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 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 5 and 12: 24.028980255126953. Interpolating between 5 and 12 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2858 0.8984 0.8595 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2351 0.9023 0.8656 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2249 0.9023 0.8656 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2510 0.9082 0.8753 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2704 0.9004 0.8661 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2542 0.9043 0.8727 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2410 0.9004 0.8661 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2466 0.9043 0.8693 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2638 0.9062 0.8689 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 12 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 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 5 and 13: 23.179655075073242. Interpolating between 5 and 13 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2493 0.9062 0.8667 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2259 0.9062 0.8674 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2268 0.9004 0.8603 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2456 0.9043 0.8665 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2557 0.8965 0.8579 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2541 0.9004 0.8640 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2532 0.9043 0.8693 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2602 0.9082 0.8726 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2729 0.9043 0.8658 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 13 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 Encountered Error: connectivity/bert_ft_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 5 and 14: 21.47124671936035. Interpolating between 5 and 14 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2803 0.9043 0.8650 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2662 0.9023 0.8626 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2594 0.9023 0.8626 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2581 0.9023 0.8641 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2575 0.8965 0.8556 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2570 0.9062 0.8689 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2592 0.9062 0.8681 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2651 0.9043 0.8658 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2754 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 14 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 Encountered Error: connectivity/bert_ft_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 5 and 15: 20.955543518066406. Interpolating between 5 and 15 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2780 0.9141 0.8804 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2636 0.9121 0.8780 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2540 0.9102 0.8757 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2483 0.9102 0.8757 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2465 0.9121 0.8780 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2495 0.9062 0.8703 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2540 0.9082 0.8726 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2615 0.9082 0.8705 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2732 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 15 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 Encountered Error: connectivity/bert_ft_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 5 and 16: 22.203311920166016. Interpolating between 5 and 16 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2572 0.9121 0.8760 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2467 0.9121 0.8760 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2446 0.9121 0.8760 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2482 0.9121 0.8760 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2527 0.9102 0.8729 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2545 0.9082 0.8705 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2566 0.9160 0.8822 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2631 0.9121 0.8760 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2749 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 16 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 Encountered Error: connectivity/bert_ft_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 5 and 17: 24.24214744567871. Interpolating between 5 and 17 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2750 0.9062 0.8681 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2308 0.9062 0.8681 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2317 0.9043 0.8643 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2979 0.9004 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3944 0.8926 0.8525 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3723 0.8516 0.8216 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2856 0.8750 0.8431 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2487 0.8945 0.8608 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2574 0.9082 0.8740 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 17 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 Encountered Error: connectivity/bert_ft_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 5 and 18: 21.166915893554688. Interpolating between 5 and 18 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2570 0.9102 0.8729 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2425 0.9102 0.8722 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2351 0.9062 0.8674 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2339 0.9043 0.8658 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2362 0.9043 0.8658 [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 0.2459 0.9023 0.8634 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2559 0.9062 0.8681 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2701 0.9062 0.8674 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 18 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 Encountered Error: connectivity/bert_ft_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 5 and 19: 21.078962326049805. Interpolating between 5 and 19 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2572 0.9219 0.8901 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2421 0.9238 0.8932 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2343 0.9238 0.8926 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2328 0.9180 0.8840 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2352 0.9141 0.8791 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2406 0.9141 0.8791 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2482 0.9102 0.8736 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2585 0.9082 0.8705 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2724 0.9062 0.8674 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 19 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 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 5 and 20: 21.921567916870117. Interpolating between 5 and 20 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.3024 0.9004 0.8610 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2762 0.9043 0.8665 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2648 0.9043 0.8665 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2628 0.9004 0.8618 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2629 0.9004 0.8618 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2610 0.9062 0.8696 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2611 0.9062 0.8689 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2662 0.9062 0.8689 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2761 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 20 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 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 5 and 21: 21.36339569091797. Interpolating between 5 and 21 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2693 0.9082 0.8705 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2708 0.9102 0.8736 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2767 0.9082 0.8712 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2833 0.9082 0.8719 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2859 0.9102 0.8743 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2842 0.9102 0.8750 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2794 0.9102 0.8743 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2773 0.9102 0.8743 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2807 0.9062 0.8681 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 21 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 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 5 and 22: 24.308874130249023. Interpolating between 5 and 22 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2642 0.9082 0.8719 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2222 0.9102 0.8750 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2330 0.9102 0.8736 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3205 0.8965 0.8481 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4505 0.8223 0.6784 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3833 0.8789 0.8333 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2515 0.8984 0.8667 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2280 0.9023 0.8677 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2509 0.9121 0.8780 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 22 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 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 5 and 23: 23.763507843017578. Interpolating between 5 and 23 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2711 0.8984 0.8587 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2269 0.9062 0.8703 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2195 0.9062 0.8710 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2458 0.9023 0.8677 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2644 0.9082 0.8786 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2529 0.9004 0.8668 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2394 0.9043 0.8700 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2450 0.9062 0.8710 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2633 0.9043 0.8658 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 23 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 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 5 and 24: 21.105106353759766. Interpolating between 5 and 24 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2786 0.8984 0.8556 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2719 0.9062 0.8674 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2699 0.9062 0.8674 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2710 0.9082 0.8705 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2730 0.9102 0.8750 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2729 0.9102 0.8743 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2717 0.9102 0.8743 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2729 0.9102 0.8743 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2787 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 24 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 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 5 and 25: 21.37827491760254. Interpolating between 5 and 25 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2752 0.9102 0.8722 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2787 0.9062 0.8681 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2921 0.9043 0.8650 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3111 0.9023 0.8619 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3178 0.9043 0.8635 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3090 0.9082 0.8698 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2947 0.9102 0.8729 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2857 0.9102 0.8736 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2845 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 25 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 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 5 and 26: 21.3741455078125. Interpolating between 5 and 26 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2601 0.9141 0.8771 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2434 0.9121 0.8753 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2365 0.9062 0.8689 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2376 0.9043 0.8665 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2415 0.9043 0.8658 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2455 0.9062 0.8689 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2505 0.9062 0.8689 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2595 0.9062 0.8689 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2725 0.9062 0.8681 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 26 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 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 5 and 27: 21.41657066345215. Interpolating between 5 and 27 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2369 0.9199 0.8864 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2229 0.9180 0.8846 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2179 0.9199 0.8877 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2194 0.9160 0.8815 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2242 0.9141 0.8798 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2312 0.9160 0.8822 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2407 0.9141 0.8798 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2530 0.9141 0.8791 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2693 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 27 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 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 5 and 28: 21.503021240234375. Interpolating between 5 and 28 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2705 0.9062 0.8681 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2603 0.9062 0.8681 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2560 0.9062 0.8681 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2574 0.9082 0.8719 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2618 0.9062 0.8689 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2652 0.9102 0.8743 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2664 0.9102 0.8743 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2698 0.9082 0.8712 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2778 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 28 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 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 5 and 29: 21.460289001464844. Interpolating between 5 and 29 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2667 0.9082 0.8705 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2605 0.9102 0.8750 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2593 0.9102 0.8736 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2598 0.9102 0.8729 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2594 0.9102 0.8736 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2586 0.9121 0.8767 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2596 0.9082 0.8712 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2647 0.9082 0.8712 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2753 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 29 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 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 5 and 30: 21.421417236328125. Interpolating between 5 and 30 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2733 0.9062 0.8674 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2509 0.9121 0.8767 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2409 0.9121 0.8774 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2387 0.9102 0.8743 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2402 0.9082 0.8719 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2433 0.9062 0.8703 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2481 0.9102 0.8750 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2571 0.9102 0.8743 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2712 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 30 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 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 5 and 31: 24.25787353515625. Interpolating between 5 and 31 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2781 0.9062 0.8674 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2311 0.9082 0.8719 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2391 0.9043 0.8658 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3245 0.8906 0.8418 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4439 0.8750 0.8333 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4157 0.8203 0.7937 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2953 0.8691 0.8386 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2413 0.8965 0.8630 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2532 0.9062 0.8717 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 31 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 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 5 and 32: 21.170961380004883. Interpolating between 5 and 32 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2753 0.9043 0.8658 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2629 0.9062 0.8696 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2559 0.9062 0.8703 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2530 0.9043 0.8679 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2527 0.9004 0.8618 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2541 0.9023 0.8634 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2571 0.9023 0.8626 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2637 0.9062 0.8681 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2747 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 32 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 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 5 and 33: 24.193862915039062. Interpolating between 5 and 33 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2708 0.9062 0.8652 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2216 0.9082 0.8705 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2259 0.9121 0.8787 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2936 0.8984 0.8632 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3486 0.8691 0.8337 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3020 0.8789 0.8442 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2488 0.8887 0.8527 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2413 0.9062 0.8730 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2581 0.9062 0.8696 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 33 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 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 5 and 34: 21.42148208618164. Interpolating between 5 and 34 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2721 0.9023 0.8619 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2589 0.9062 0.8674 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2517 0.9141 0.8785 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2496 0.9141 0.8791 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2501 0.9121 0.8760 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2519 0.9121 0.8760 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2562 0.9121 0.8767 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2638 0.9082 0.8712 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2750 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 34 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 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 5 and 35: 21.401193618774414. Interpolating between 5 and 35 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2786 0.9082 0.8705 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2649 0.9023 0.8634 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2570 0.8984 0.8579 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2540 0.9004 0.8625 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2540 0.9023 0.8656 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2551 0.9043 0.8679 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2570 0.9062 0.8696 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2622 0.9062 0.8689 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2727 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 35 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 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 5 and 36: 21.22978401184082. Interpolating between 5 and 36 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2945 0.9141 0.8791 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2773 0.9102 0.8743 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2665 0.9082 0.8712 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2605 0.9082 0.8712 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2576 0.9082 0.8712 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2570 0.9102 0.8743 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2593 0.9102 0.8743 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2652 0.9121 0.8767 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2753 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 36 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 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 5 and 37: 21.99825668334961. Interpolating between 5 and 37 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2673 0.9121 0.8760 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2531 0.9062 0.8689 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2502 0.9043 0.8658 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2532 0.8984 0.8579 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2568 0.9004 0.8603 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2578 0.9004 0.8610 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2594 0.9023 0.8641 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2650 0.9082 0.8712 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2749 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 37 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 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 5 and 38: 21.16187286376953. Interpolating between 5 and 38 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2651 0.9102 0.8729 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2566 0.9062 0.8689 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2510 0.9082 0.8726 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2501 0.9082 0.8726 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2525 0.9043 0.8665 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2540 0.9082 0.8712 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2578 0.9102 0.8743 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2643 0.9082 0.8712 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2749 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 38 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 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 5 and 39: 21.39925193786621. Interpolating between 5 and 39 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2638 0.9219 0.8907 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2594 0.9160 0.8828 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2597 0.9121 0.8767 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2629 0.9102 0.8743 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2660 0.9102 0.8743 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2670 0.9102 0.8743 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2677 0.9121 0.8767 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2711 0.9102 0.8736 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2784 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 39 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 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 5 and 40: 22.340089797973633. Interpolating between 5 and 40 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2763 0.9160 0.8815 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2568 0.9160 0.8828 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2493 0.9121 0.8780 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2504 0.9043 0.8679 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2534 0.9023 0.8649 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2544 0.9062 0.8696 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2565 0.9062 0.8696 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2632 0.9082 0.8712 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2743 0.9082 0.8712 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2900 0.9082 0.8705 Completed interpolation from 5 to 40 Wrote the values to ../logs/NLI/qqp_berts/qqp_interpol@34110steps/interpol_qqp_validation1.pkl!