diff --git "a/qqp_interpol@34110steps/19331468_interpolate_models.out" "b/qqp_interpol@34110steps/19331468_interpolate_models.out" new file mode 100644--- /dev/null +++ "b/qqp_interpol@34110steps/19331468_interpolate_models.out" @@ -0,0 +1,12863 @@ +Tue May 10 01:04:53 2022 ++-----------------------------------------------------------------------------+ +| NVIDIA-SMI 470.57.02 Driver Version: 470.57.02 CUDA Version: 11.4 | +|-------------------------------+----------------------+----------------------+ +| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | +| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | +| | | MIG M. | +|===============================+======================+======================| +| 0 Quadro RTX 8000 On | 00000000:2F:00.0 Off | 0 | +| N/A 30C P8 24W / 250W | 0MiB / 45556MiB | 0% Default | +| | | N/A | ++-------------------------------+----------------------+----------------------+ + ++-----------------------------------------------------------------------------+ +| Processes: | +| GPU GI CI PID Type Process name GPU Memory | +| ID ID Usage | +|=============================================================================| +| No running processes found | ++-----------------------------------------------------------------------------+ +Obtaining file:///scratch/rb5139/constellations/src + Preparing metadata (setup.py): started + Preparing metadata (setup.py): finished with status 'done' +Installing collected packages: constellations + Attempting uninstall: constellations + Found existing installation: constellations 0.0.0 + Uninstalling constellations-0.0.0: + Successfully uninstalled constellations-0.0.0 + Running setup.py develop for constellations +Successfully installed constellations-0.0.0 +Creating .13C3UUSDISG0NG5FR2SR, 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 +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 +Creating .HQAB7MP8B8EREXW4AVB1, 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 8 and 25: 21.27321434020996. +Interpolating between 8 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 0.2682 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2673 0.9062 0.8696 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2694 0.9062 0.8696 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2702 0.9043 0.8665 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2691 0.9043 0.8658 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2667 0.9102 0.8736 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2669 0.9082 0.8712 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2710 0.9102 0.8736 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 25 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .FXVKTHWC0UU5J4DPPM2T, 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 8 and 26: 21.29509735107422. +Interpolating between 8 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 0.2420 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2353 0.9062 0.8696 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2379 0.9023 0.8656 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2434 0.9062 0.8717 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2477 0.9023 0.8656 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2511 0.9023 0.8656 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2562 0.9023 0.8641 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2652 0.9062 0.8696 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 26 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .91B9IGJRS5QQ3CMS2UDN, 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 8 and 27: 21.348983764648438. +Interpolating between 8 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 0.2263 0.9180 0.8846 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2242 0.9199 0.8883 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2281 0.9180 0.8859 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2338 0.9180 0.8865 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2395 0.9121 0.8774 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2462 0.9082 0.8726 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2545 0.9082 0.8719 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2655 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 27 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .2Z2D4F107OL7ZQKHFRGL, 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 8 and 28: 21.52914047241211. +Interpolating between 8 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 0.2584 0.9062 0.8681 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2520 0.9062 0.8689 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2542 0.9043 0.8679 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2599 0.9004 0.8633 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2636 0.8984 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2651 0.9004 0.8625 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2671 0.9082 0.8726 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2712 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 28 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .WFIJJKWHCTEOVVVJLKQP, 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 8 and 29: 21.364980697631836. +Interpolating between 8 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 0.2552 0.9102 0.8750 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2517 0.9121 0.8774 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2541 0.9082 0.8719 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2582 0.9062 0.8689 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2608 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2613 0.9043 0.8665 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2637 0.9082 0.8719 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2696 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 29 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .HRV7317GV1PRAIKMDS74, 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 8 and 30: 21.511690139770508. +Interpolating between 8 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 0.2565 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2514 0.9023 0.8641 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2544 0.9023 0.8663 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2596 0.8984 0.8617 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2628 0.8965 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2634 0.8965 0.8579 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2644 0.9004 0.8625 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2690 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 30 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .LRWWYXSPHZCW0OL8T55W, 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 8 and 31: 24.146337509155273. +Interpolating between 8 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 0.2301 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2386 0.8965 0.8524 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3280 0.8828 0.8266 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4585 0.8906 0.8549 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4425 0.7871 0.7656 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3100 0.8672 0.8357 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2520 0.8984 0.8673 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2544 0.8984 0.8617 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 31 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .01ATR50FASDRTE6XR01A, 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 8 and 32: 21.192235946655273. +Interpolating between 8 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 0.2614 0.9043 0.8672 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2557 0.9004 0.8640 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2559 0.9062 0.8723 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2578 0.8984 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2583 0.8984 0.8602 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2586 0.9004 0.8618 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2608 0.9043 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2673 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 32 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .3QXA2OXR12ITNPC8W61F, 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 8 and 33: 24.0554256439209. +Interpolating between 8 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 0.2210 0.9102 0.8722 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2261 0.9121 0.8780 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2907 0.9004 0.8654 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3453 0.8750 0.8408 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3022 0.8867 0.8543 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2549 0.9004 0.8682 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2458 0.9043 0.8714 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2558 0.9023 0.8649 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 33 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .7CO6IAOZAMA92BBU8HHH, 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 8 and 34: 21.45751190185547. +Interpolating between 8 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 0.2588 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2529 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2551 0.9023 0.8649 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2616 0.9023 0.8649 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2669 0.9043 0.8679 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2685 0.9043 0.8679 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2680 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2707 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 34 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .7NPH7IS50YMBU925PL19, 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 8 and 35: 21.50189208984375. +Interpolating between 8 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 0.2656 0.9062 0.8696 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2607 0.8984 0.8610 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2631 0.9004 0.8647 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2684 0.8965 0.8602 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2706 0.8945 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2682 0.8945 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2654 0.8984 0.8610 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2683 0.9004 0.8618 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 35 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .PAMNEYQQ77ZBJP2GTADA, 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 8 and 36: 21.40424346923828. +Interpolating between 8 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 0.2804 0.9102 0.8750 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2744 0.9121 0.8787 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2748 0.9062 0.8710 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2770 0.9004 0.8625 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2787 0.8984 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2768 0.8945 0.8541 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2733 0.9023 0.8649 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2733 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 36 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .KPJOHB41Y0OQ0073GJ6K, 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 8 and 37: 21.876230239868164. +Interpolating between 8 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 0.2515 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2463 0.9121 0.8774 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2488 0.9062 0.8703 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2553 0.9043 0.8693 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2601 0.9004 0.8633 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2610 0.8965 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2636 0.9023 0.8641 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2694 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 37 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .NQ0BZ6BU4G391HI97MYD, 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 8 and 38: 21.2901611328125. +Interpolating between 8 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 0.2575 0.9043 0.8658 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2540 0.9043 0.8672 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2539 0.9023 0.8656 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2553 0.8984 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2551 0.8965 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2539 0.8984 0.8595 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2556 0.9082 0.8712 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2640 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 38 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .JRA9UOMWKUCEREKMFYKY, 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 8 and 39: 21.46096420288086. +Interpolating between 8 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 0.2554 0.9180 0.8859 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2541 0.9121 0.8794 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2571 0.9102 0.8770 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2608 0.9043 0.8686 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2623 0.9023 0.8663 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2622 0.9062 0.8703 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2636 0.9043 0.8679 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2688 0.9062 0.8696 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 39 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .D3ZYFYWTY076941O04BD, 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 8 and 40: 22.30902099609375. +Interpolating between 8 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 0.2548 0.9160 0.8828 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2480 0.9121 0.8780 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2534 0.9062 0.8710 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2617 0.8984 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2662 0.8984 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2666 0.8965 0.8579 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2670 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2705 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 40 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .2CDVLE1UA2YXDEG18SHM, 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 8 and 41: 21.482166290283203. +Interpolating between 8 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 0.2522 0.9062 0.8696 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2430 0.9121 0.8780 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2423 0.9082 0.8726 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2461 0.9062 0.8703 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2494 0.9062 0.8703 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2525 0.9043 0.8672 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2575 0.9082 0.8719 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2657 0.9062 0.8696 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 41 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .IAN4SLMY3QPGA2X8GWV6, 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 8 and 42: 21.25064468383789. +Interpolating between 8 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 0.2744 0.9023 0.8626 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2639 0.9023 0.8634 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2597 0.9004 0.8618 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2584 0.8984 0.8602 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2584 0.8984 0.8602 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2587 0.9043 0.8672 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2614 0.9023 0.8641 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2680 0.9023 0.8641 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 42 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .NZHTENDJ1FR665EW8JVA, 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 8 and 43: 20.931842803955078. +Interpolating between 8 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 0.2585 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2492 0.9121 0.8780 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2466 0.9121 0.8787 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2479 0.9102 0.8777 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2505 0.9082 0.8747 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2531 0.9043 0.8679 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2583 0.9062 0.8703 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2666 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 43 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .YJLC2EBPUPPBHJ8K7IBJ, 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 8 and 44: 21.161832809448242. +Interpolating between 8 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 0.2661 0.9062 0.8681 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2568 0.9043 0.8672 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2544 0.9043 0.8679 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2553 0.8984 0.8602 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2569 0.9004 0.8633 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2590 0.9004 0.8633 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2627 0.8984 0.8595 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2690 0.9043 0.8672 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 44 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .LZJA7RM8DTSLPAERX2ZX, 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 8 and 45: 21.252775192260742. +Interpolating between 8 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 0.2312 0.9219 0.8913 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2303 0.9102 0.8757 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2360 0.9102 0.8757 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2448 0.9043 0.8686 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2512 0.9023 0.8663 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2547 0.9004 0.8633 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2585 0.9004 0.8625 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2665 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 45 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .YJ8JG7DAPQ3K23TOZR7U, 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 8 and 46: 21.134918212890625. +Interpolating between 8 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 0.2554 0.9141 0.8791 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2539 0.9141 0.8798 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2589 0.9082 0.8726 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2660 0.9062 0.8710 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2719 0.9004 0.8625 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2739 0.9004 0.8625 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2736 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2750 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 46 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .9M06SMN81OZRUOSVBIVD, 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 8 and 47: 22.82738494873047. +Interpolating between 8 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 0.2460 0.9102 0.8750 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2406 0.9043 0.8672 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2473 0.9043 0.8679 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2565 0.8965 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2594 0.8984 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2596 0.8965 0.8579 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2614 0.9023 0.8649 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2673 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 47 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .7HKIWQ1DC9E0QO0GJUC0, 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 8 and 48: 21.113096237182617. +Interpolating between 8 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 0.2451 0.9102 0.8729 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2358 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2339 0.9121 0.8774 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2363 0.9102 0.8750 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2407 0.9082 0.8719 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2464 0.9082 0.8719 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2546 0.9082 0.8726 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2658 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 48 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .3CRZ1XXLLH0OPHZ2OMW7, 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 8 and 49: 20.82286834716797. +Interpolating between 8 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 0.2775 0.9082 0.8698 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2655 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2596 0.9062 0.8689 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2559 0.9062 0.8696 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2541 0.9082 0.8719 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2551 0.9043 0.8665 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2594 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2674 0.9082 0.8705 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 49 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .P8A7G82DVBMIY38ZT3QP, 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 8 and 50: 21.31090545654297. +Interpolating between 8 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 0.2718 0.9043 0.8672 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2673 0.9082 0.8733 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2657 0.9043 0.8686 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2666 0.9023 0.8677 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2664 0.8984 0.8624 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2647 0.9004 0.8640 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2642 0.9004 0.8625 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2681 0.9023 0.8641 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 50 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .1DIUH5BKM9GTC9HCIX1Q, 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 8 and 51: 21.188068389892578. +Interpolating between 8 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 0.2682 0.9043 0.8665 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2639 0.9062 0.8703 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2641 0.9023 0.8656 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2660 0.9004 0.8633 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2687 0.8984 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2700 0.8984 0.8610 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2711 0.9004 0.8625 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2740 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 51 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .1CENIXQ06GRASOJFMJTI, 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 8 and 52: 21.25286865234375. +Interpolating between 8 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 0.2687 0.9121 0.8753 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2592 0.9082 0.8705 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2561 0.9121 0.8767 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2576 0.9102 0.8743 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2602 0.9062 0.8703 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2623 0.9102 0.8757 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2654 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2710 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 52 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .E3EG3R6BANQSQ581JSOR, 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 8 and 53: 24.110382080078125. +Interpolating between 8 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 0.2302 0.9043 0.8658 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2339 0.8965 0.8507 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3023 0.8652 0.7850 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3911 0.7930 0.6045 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3247 0.8848 0.8309 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2415 0.8926 0.8549 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2304 0.8945 0.8571 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2476 0.9004 0.8625 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 53 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .RH6UVES6VLCBL5OG0R0H, 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 8 and 54: 21.39920425415039. +Interpolating between 8 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 0.2696 0.9199 0.8883 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2634 0.9141 0.8798 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2650 0.9062 0.8689 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2671 0.9043 0.8658 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2679 0.9004 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2674 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2683 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2717 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 54 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .EUJSP0DVWHXWRWWKK4S6, 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 8 and 55: 21.13661766052246. +Interpolating between 8 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 0.2517 0.9102 0.8729 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2440 0.9160 0.8815 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2435 0.9121 0.8774 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2470 0.9082 0.8726 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2508 0.9023 0.8649 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2537 0.8965 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2577 0.9043 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2661 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 55 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .NOQBVKV3BWVX0HWIFNDC, 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 8 and 56: 21.726886749267578. +Interpolating between 8 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 0.2512 0.9121 0.8747 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2454 0.9062 0.8689 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2511 0.9043 0.8672 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2584 0.8984 0.8595 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2603 0.8984 0.8602 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2590 0.8965 0.8579 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2597 0.9023 0.8649 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2667 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 56 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .97JAA2T4NNZAG81E63YE, 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 8 and 57: 21.684080123901367. +Interpolating between 8 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 0.2528 0.9062 0.8681 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2458 0.9121 0.8780 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2471 0.9102 0.8750 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2507 0.9102 0.8750 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2541 0.8984 0.8602 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2581 0.9023 0.8656 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2628 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2694 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 57 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .K81NQELNYJ598U87UEV1, 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 8 and 58: 21.599178314208984. +Interpolating between 8 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 0.2788 0.9004 0.8618 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2746 0.9004 0.8625 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2732 0.8984 0.8602 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2724 0.8984 0.8595 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2707 0.8984 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2680 0.8984 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2678 0.8984 0.8587 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2713 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 58 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .XNOATJ3BZ0MQBBN80SL3, 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 8 and 59: 21.375202178955078. +Interpolating between 8 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 0.2680 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2623 0.9023 0.8626 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2640 0.8984 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2679 0.8965 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2700 0.8945 0.8548 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2699 0.8965 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2697 0.9023 0.8641 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2723 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 59 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .AEU61ADAAA50AHJI9OQO, 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 8 and 60: 21.928207397460938. +Interpolating between 8 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 0.2492 0.9121 0.8753 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2438 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2487 0.9082 0.8712 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2535 0.9043 0.8665 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2532 0.9004 0.8618 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2520 0.9004 0.8610 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2544 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2631 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 60 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .SKZW8T2XBMCKUE89BG8Q, 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 8 and 61: 24.240463256835938. +Interpolating between 8 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 0.2358 0.9121 0.8760 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2494 0.9004 0.8555 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3532 0.8730 0.8012 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4908 0.7656 0.5161 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4292 0.8242 0.7783 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2788 0.8848 0.8521 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2389 0.8965 0.8630 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2493 0.9043 0.8679 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 61 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .FJ35IKNAGL56KJKCY1I7, 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 8 and 62: 20.912845611572266. +Interpolating between 8 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 0.2415 0.9238 0.8937 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2386 0.9160 0.8835 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2393 0.9102 0.8757 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2427 0.9121 0.8794 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2472 0.9082 0.8733 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2528 0.9082 0.8726 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2597 0.9102 0.8743 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2684 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 62 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .QSY8I2EM2AB275FO1NCM, 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 8 and 63: 24.082612991333008. +Interpolating between 8 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 0.2239 0.9141 0.8791 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2299 0.9141 0.8798 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3131 0.9121 0.8780 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3892 0.8789 0.8410 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3170 0.8945 0.8629 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2490 0.9023 0.8705 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2416 0.8945 0.8571 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2543 0.9062 0.8696 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 63 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .GZHEWPG46P40XHI4E5YX, 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 8 and 64: 21.97934913635254. +Interpolating between 8 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 0.2527 0.9043 0.8658 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2467 0.9043 0.8672 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2519 0.9043 0.8679 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2618 0.9043 0.8693 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2633 0.9004 0.8647 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2599 0.9004 0.8633 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2593 0.9043 0.8686 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2657 0.9043 0.8672 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 64 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .X3B0D30QJ3PMD60P95QH, 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 8 and 65: 21.613754272460938. +Interpolating between 8 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 0.2665 0.9102 0.8722 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2556 0.9062 0.8681 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2554 0.9043 0.8672 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2590 0.8965 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2622 0.8945 0.8548 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2638 0.8984 0.8610 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2658 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2707 0.9023 0.8641 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 65 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .FJR3HGI7T1C0OJF64Y25, 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 8 and 66: 21.465787887573242. +Interpolating between 8 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 0.2722 0.9043 0.8665 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2640 0.9082 0.8726 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2630 0.8965 0.8587 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2648 0.8945 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2652 0.8945 0.8556 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2625 0.8965 0.8579 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2615 0.8984 0.8595 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2666 0.9023 0.8641 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 66 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .QGCL422OIO0J47ME7385, 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 8 and 67: 21.331087112426758. +Interpolating between 8 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 0.2629 0.9102 0.8736 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2548 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2543 0.9062 0.8689 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2558 0.9023 0.8634 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2574 0.8984 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2589 0.8984 0.8579 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2624 0.9023 0.8641 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2692 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 67 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .SBJ2QJNRJ9AXAVQ2NJR8, 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 8 and 68: 24.230670928955078. +Interpolating between 8 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 0.2246 0.9004 0.8603 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2384 0.9004 0.8555 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3326 0.8828 0.8171 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4681 0.7363 0.4053 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4198 0.8379 0.7314 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2677 0.8984 0.8624 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2269 0.8945 0.8571 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2410 0.9062 0.8696 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 68 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .J7UA0PHU8S7OYF0CZMYZ, 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 8 and 69: 24.151531219482422. +Interpolating between 8 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 0.2203 0.9160 0.8809 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2332 0.9043 0.8635 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3077 0.8945 0.8466 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3966 0.8887 0.8496 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3657 0.8574 0.8282 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2734 0.8906 0.8600 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2423 0.8984 0.8667 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2499 0.8926 0.8533 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 69 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .LOLA9PJCNWUV1BO2ZBOT, 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 8 and 70: 23.587764739990234. +Interpolating between 8 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 0.2338 0.9023 0.8619 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2252 0.9043 0.8665 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2500 0.9004 0.8625 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2643 0.8965 0.8594 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2498 0.9004 0.8647 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2426 0.8984 0.8610 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2480 0.9004 0.8625 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2601 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 70 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .EBDJIB1FKSFLNJSMZIZY, 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 8 and 71: 20.92940330505371. +Interpolating between 8 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 0.2503 0.9141 0.8791 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2470 0.9121 0.8767 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2467 0.9102 0.8736 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2485 0.9121 0.8774 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2505 0.9102 0.8743 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2534 0.9082 0.8719 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2587 0.9082 0.8712 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2672 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 71 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .BPUDV47TMPZ7BDMUHZKC, 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 8 and 72: 21.548307418823242. +Interpolating between 8 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 0.2623 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2514 0.9082 0.8726 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2512 0.9023 0.8649 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2550 0.9023 0.8649 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2575 0.9043 0.8679 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2587 0.9043 0.8679 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2614 0.9023 0.8649 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2681 0.9043 0.8672 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 72 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .Q50I6SYV0CYNTI0AFX5G, 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 8 and 73: 21.223716735839844. +Interpolating between 8 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 0.2519 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2462 0.9102 0.8757 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2471 0.9043 0.8693 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2502 0.9004 0.8640 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2521 0.9004 0.8640 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2530 0.8984 0.8610 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2565 0.9023 0.8641 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2647 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 73 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .96K498ZMGHHDTHMN17IR, 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 8 and 74: 21.146108627319336. +Interpolating between 8 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 0.2572 0.9160 0.8822 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2592 0.9082 0.8733 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2654 0.9121 0.8800 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2747 0.9062 0.8730 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2797 0.9062 0.8730 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2796 0.9023 0.8670 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2769 0.9023 0.8649 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2759 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 74 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .B7G3Y3WNNY9XNZBI5F0T, 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 8 and 75: 21.13582992553711. +Interpolating between 8 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 0.2825 0.9062 0.8674 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2724 0.9004 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2667 0.9004 0.8610 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2656 0.8984 0.8595 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2641 0.9023 0.8649 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2621 0.9043 0.8665 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2626 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2679 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 75 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .PCHG3V1SPLLS3MU27KZY, 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 8 and 76: 22.20985984802246. +Interpolating between 8 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 0.2403 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2391 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2441 0.9023 0.8634 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2505 0.9023 0.8634 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2548 0.9004 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2584 0.8984 0.8595 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2626 0.9043 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2692 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 76 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .N5DF5VPZJBMCCPVYNJWH, 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 8 and 77: 21.688962936401367. +Interpolating between 8 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 0.2649 0.9023 0.8656 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2613 0.9004 0.8640 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2618 0.9004 0.8640 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2650 0.8945 0.8556 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2650 0.8945 0.8556 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2629 0.8945 0.8556 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2635 0.8965 0.8571 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2686 0.9023 0.8641 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 77 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .6KW80MCLZYIV83WQR1F2, 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 8 and 78: 24.066526412963867. +Interpolating between 8 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 0.2319 0.9043 0.8672 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2294 0.9082 0.8726 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2768 0.9043 0.8686 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3198 0.8887 0.8527 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2899 0.8906 0.8571 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2495 0.8965 0.8630 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2412 0.8984 0.8639 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2528 0.8984 0.8602 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 78 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .WOKXF23M4OQJ9I4780S4, 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 8 and 79: 20.897672653198242. +Interpolating between 8 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 0.2404 0.9180 0.8852 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2348 0.9238 0.8943 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2350 0.9180 0.8865 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2380 0.9121 0.8780 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2418 0.9062 0.8696 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2467 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2540 0.9043 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2644 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 79 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .GQML2HH7LLCT5AI3USR5, 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 8 and 80: 21.348087310791016. +Interpolating between 8 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 0.2452 0.9180 0.8840 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2367 0.9199 0.8871 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2367 0.9160 0.8815 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2408 0.9160 0.8822 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2434 0.9160 0.8822 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2471 0.9141 0.8798 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2551 0.9121 0.8760 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2653 0.9102 0.8736 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 80 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .DLG9SD3M2I02KYH7BZ4F, 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 8 and 81: 21.010051727294922. +Interpolating between 8 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 0.2578 0.9062 0.8689 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2522 0.9004 0.8618 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2516 0.9043 0.8679 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2536 0.9023 0.8663 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2556 0.9004 0.8640 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2575 0.9023 0.8656 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2612 0.9023 0.8649 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2683 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 81 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .4ZMTFLSIL9BIW4VC190O, 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 8 and 82: 23.69586181640625. +Interpolating between 8 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 0.2109 0.9121 0.8780 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2122 0.9062 0.8717 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2410 0.9043 0.8714 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2678 0.9004 0.8675 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2644 0.9004 0.8675 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2556 0.9004 0.8661 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2556 0.9004 0.8640 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2633 0.9062 0.8696 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 82 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .OEKU947IKMLCYR6FG61Q, 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 8 and 83: 21.275344848632812. +Interpolating between 8 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 0.2470 0.9062 0.8689 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2393 0.9062 0.8696 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2375 0.9062 0.8696 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2382 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2397 0.8984 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2435 0.8984 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2509 0.9004 0.8610 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2628 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 83 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .DBCGZ110X94WT8BTTI8X, 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 8 and 84: 22.159563064575195. +Interpolating between 8 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 0.2537 0.9219 0.8913 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2485 0.9082 0.8747 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2558 0.9023 0.8677 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2654 0.8984 0.8639 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2686 0.9004 0.8661 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2660 0.9004 0.8654 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2643 0.9004 0.8640 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2675 0.9004 0.8618 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 84 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .TZKLUTX7UCRDPLZG82B5, 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 8 and 85: 21.01344871520996. +Interpolating between 8 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 0.2647 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2593 0.9121 0.8774 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2580 0.9102 0.8757 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2583 0.9062 0.8703 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2585 0.9023 0.8649 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2584 0.9023 0.8656 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2605 0.9023 0.8649 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2670 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 85 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .W44S49N4N1ZP0YFBIPPD, 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 8 and 86: 21.944116592407227. +Interpolating between 8 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 0.2618 0.9004 0.8587 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2496 0.9043 0.8658 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2479 0.9004 0.8610 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2516 0.9004 0.8618 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2553 0.8984 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2586 0.8945 0.8556 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2621 0.8984 0.8602 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2678 0.9043 0.8672 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 86 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .CKUPIOLK2NF2EEO6YXH4, 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 8 and 87: 21.31332015991211. +Interpolating between 8 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 0.2458 0.9062 0.8681 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2467 0.9062 0.8703 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2517 0.9004 0.8640 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2582 0.9023 0.8670 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2622 0.8984 0.8624 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2627 0.8965 0.8594 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2633 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2682 0.9062 0.8696 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 87 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .1BWYBHZEK6I55EJN2CLD, 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 8 and 88: 20.98126792907715. +Interpolating between 8 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 0.2393 0.9141 0.8791 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2356 0.9141 0.8791 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2359 0.9141 0.8798 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2383 0.9102 0.8750 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2414 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2457 0.9082 0.8712 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2525 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2636 0.9102 0.8736 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 88 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .KHPLI8MHL7N5KO1TU4P5, 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 8 and 89: 21.048877716064453. +Interpolating between 8 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 0.2658 0.9082 0.8726 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2591 0.9023 0.8663 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2573 0.9004 0.8640 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2582 0.9004 0.8633 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2596 0.8945 0.8556 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2605 0.8926 0.8525 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2627 0.9004 0.8625 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2688 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 89 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .53RE9BVZ9DP2RJMAQKIW, 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 8 and 90: 21.264957427978516. +Interpolating between 8 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 0.2434 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2401 0.9102 0.8750 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2439 0.9043 0.8693 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2504 0.9004 0.8640 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2553 0.9043 0.8686 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2583 0.9043 0.8686 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2620 0.9023 0.8649 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2685 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 90 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .6K96WWY0N58CIJPNEC7L, 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 8 and 91: 21.35356903076172. +Interpolating between 8 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 0.2599 0.9121 0.8774 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2504 0.9102 0.8750 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2481 0.9082 0.8726 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2478 0.9082 0.8733 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2473 0.9043 0.8679 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2480 0.9102 0.8743 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2526 0.9121 0.8774 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2626 0.9102 0.8736 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 91 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .5CHBH1F7GC6LCSGLWJGG, 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 8 and 92: 23.271162033081055. +Interpolating between 8 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 0.2480 0.9062 0.8681 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2367 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2520 0.9062 0.8703 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2657 0.9023 0.8670 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2593 0.9023 0.8677 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2537 0.9004 0.8640 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2565 0.8984 0.8587 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2655 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 92 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .I6DYFSLMI9H7E21P3JH6, 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 8 and 93: 21.949190139770508. +Interpolating between 8 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 0.2574 0.9043 0.8627 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2551 0.8965 0.8524 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2592 0.9023 0.8611 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2629 0.9004 0.8603 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2617 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2589 0.9043 0.8665 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2599 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2670 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 93 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .IC6KBP9OIAG7DZWI9DE9, 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 8 and 94: 24.10826301574707. +Interpolating between 8 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 0.2296 0.9043 0.8612 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2357 0.9062 0.8621 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3089 0.8887 0.8288 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3995 0.8633 0.7771 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3464 0.8848 0.8435 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2586 0.8926 0.8593 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2364 0.8945 0.8594 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2474 0.9023 0.8649 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 94 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .1G7WGI5J1KSA4MCK7FLA, 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 8 and 95: 21.46120834350586. +Interpolating between 8 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 0.2509 0.9121 0.8780 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2519 0.9062 0.8717 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2581 0.9043 0.8700 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2671 0.9023 0.8684 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2710 0.9004 0.8661 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2683 0.8945 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2665 0.9004 0.8640 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2693 0.9023 0.8641 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 95 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .U3CFDXE3XI9CL68KRNUA, 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 8 and 96: 21.52663803100586. +Interpolating between 8 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 0.2646 0.9160 0.8822 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2632 0.9121 0.8774 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2678 0.9062 0.8681 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2736 0.9043 0.8665 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2751 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2740 0.9004 0.8610 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2729 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2742 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 96 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .JYVKHQE13NHFAGLSKPJL, 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 8 and 97: 22.153139114379883. +Interpolating between 8 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 0.2498 0.9023 0.8634 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2448 0.9043 0.8672 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2523 0.9023 0.8649 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2606 0.8906 0.8495 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2620 0.8926 0.8525 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2603 0.8926 0.8525 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2617 0.9023 0.8649 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2678 0.9023 0.8641 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 97 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .GIXBDSBR25S8U24YD38M, 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 8 and 98: 21.32592010498047. +Interpolating between 8 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 0.2454 0.9102 0.8736 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2392 0.9121 0.8774 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2408 0.9043 0.8693 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2452 0.9023 0.8670 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2496 0.9023 0.8663 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2534 0.9043 0.8686 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2578 0.9043 0.8679 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2661 0.9082 0.8719 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 98 +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Encountered Error: connectivity/bert_ft_qqp-8 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-8.pt +Creating .08VSM8YZ2AWQCE4DOQMB, 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 8 and 99: 23.702669143676758. +Interpolating between 8 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 0.2135 0.9082 0.8691 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2149 0.9141 0.8791 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2589 0.9141 0.8824 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2958 0.8984 0.8646 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2721 0.8926 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2471 0.8945 0.8579 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2459 0.8984 0.8610 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2581 0.9004 0.8625 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2796 0.9102 0.8736 +Completed interpolation from 8 to 99 +Creating .C0UQIFWCEILOSI0MRWA4, 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 +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 +Creating .0UO7LZW34OP8V23DH7LA, 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 9 and 10: 21.66848373413086. +Interpolating between 9 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 0.2595 0.9141 0.8798 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2533 0.9121 0.8774 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2526 0.9082 0.8733 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2537 0.9023 0.8656 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2527 0.9102 0.8757 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2521 0.9102 0.8757 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2554 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2660 0.9062 0.8696 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 10 +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 +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 +Creating .9CXYHSFC2FLGRO2WQRIP, 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 9 and 11: 23.813798904418945. +Interpolating between 9 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 0.2320 0.9043 0.8658 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2258 0.9102 0.8736 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2554 0.9062 0.8689 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2876 0.9043 0.8700 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2711 0.8945 0.8608 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2411 0.8906 0.8549 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2328 0.9102 0.8783 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2520 0.9141 0.8817 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 11 +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 +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 +Creating .7A5MN6MHQMR1N4UQQMKH, 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 9 and 12: 23.802980422973633. +Interpolating between 9 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 0.2337 0.9004 0.8610 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2231 0.9023 0.8649 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2505 0.9043 0.8679 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2761 0.9023 0.8677 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2619 0.9082 0.8766 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2397 0.9043 0.8707 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2363 0.9141 0.8830 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2534 0.9180 0.8871 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 12 +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 +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 +Creating .VYOA9PAVOQFI0K85MV2B, 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 9 and 13: 22.67982292175293. +Interpolating between 9 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 0.2316 0.9062 0.8674 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2259 0.9082 0.8698 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2307 0.9062 0.8681 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2360 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2348 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2341 0.9121 0.8787 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2412 0.9082 0.8733 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2586 0.9121 0.8780 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 13 +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 +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 +Creating .GXMJ59MEGSNK5BQRWBQ2, 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 9 and 14: 21.259428024291992. +Interpolating between 9 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 0.2684 0.9004 0.8603 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2623 0.8965 0.8556 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2601 0.9004 0.8610 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2587 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2566 0.9023 0.8649 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2561 0.9062 0.8696 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2596 0.9102 0.8743 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2690 0.9082 0.8719 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 14 +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 +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 +Creating .P5A0ZLC9XP605I1OWR9Y, 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 9 and 15: 21.40308952331543. +Interpolating between 9 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 0.2635 0.9180 0.8865 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2553 0.9160 0.8847 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2525 0.9121 0.8794 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2519 0.9121 0.8794 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2534 0.9082 0.8740 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2549 0.9023 0.8656 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2578 0.9023 0.8641 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2658 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 15 +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 +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 +Creating .N23V7SUSUTW343XH68V7, 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 9 and 16: 21.753782272338867. +Interpolating between 9 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 0.2479 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2455 0.9082 0.8705 +[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 0.2472 0.9043 0.8658 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2470 0.9043 0.8650 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2476 0.9082 0.8712 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2528 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2651 0.9102 0.8743 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 16 +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 +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 +Creating .78PBXBE4IVJO0QVANKRC, 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 9 and 17: 24.04050064086914. +Interpolating between 9 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 0.2305 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2317 0.8984 0.8539 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3003 0.8848 0.8280 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4101 0.8867 0.8314 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4082 0.8301 0.7953 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3029 0.8633 0.8333 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2515 0.8887 0.8550 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2509 0.9062 0.8737 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 17 +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 +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 +Creating .KKMXSN67JNX459PPOYQV, 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 9 and 18: 21.309555053710938. +Interpolating between 9 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 0.2416 0.9121 0.8760 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2339 0.9102 0.8729 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2324 0.9121 0.8767 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2340 0.9062 0.8696 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2366 0.9102 0.8757 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2402 0.9121 0.8780 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2474 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2614 0.9082 0.8719 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 18 +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 +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 +Creating .JFS9HGB9IR8WVFNFVFLC, 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 9 and 19: 21.600116729736328. +Interpolating between 9 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 0.2484 0.9199 0.8877 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2450 0.9160 0.8835 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2457 0.9082 0.8740 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2496 0.9082 0.8740 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2533 0.9121 0.8794 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2551 0.9082 0.8733 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2593 0.9062 0.8703 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2686 0.9102 0.8750 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 19 +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 +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 +Creating .OVUK107N412ZQC0GM87Q, 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 9 and 20: 21.541889190673828. +Interpolating between 9 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 0.2794 0.9043 0.8665 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2654 0.9043 0.8665 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2606 0.9062 0.8696 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2579 0.9102 0.8750 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2552 0.9102 0.8750 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2543 0.9082 0.8726 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2577 0.9121 0.8767 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2675 0.9102 0.8743 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 20 +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 +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 +Creating .0MSEKZZHRA5YQIFCAYTP, 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 9 and 21: 21.62688446044922. +Interpolating between 9 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 0.2668 0.9141 0.8798 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2693 0.9199 0.8895 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2750 0.9141 0.8830 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2775 0.9121 0.8806 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2752 0.9121 0.8806 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2681 0.9102 0.8783 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2641 0.9121 0.8794 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2693 0.9121 0.8780 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 21 +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 +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 +Creating .3OL2UDTY2H2W6O989C0D, 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 9 and 22: 24.00971794128418. +Interpolating between 9 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 0.2264 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2251 0.9082 0.8705 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2651 0.9082 0.8698 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3260 0.9062 0.8681 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3226 0.8945 0.8629 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2596 0.8867 0.8557 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2291 0.9004 0.8682 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2435 0.9141 0.8824 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 22 +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 +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 +Creating .NXK0YEET6TTR1J1DB04P, 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 9 and 23: 23.402238845825195. +Interpolating between 9 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 0.2308 0.9023 0.8641 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2173 0.9082 0.8726 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2283 0.9102 0.8763 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2449 0.9043 0.8693 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2446 0.9062 0.8730 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2352 0.9121 0.8806 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2369 0.9160 0.8847 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2546 0.9141 0.8811 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 23 +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 +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 +Creating .04JK3JRYGHYS36PZ3QCJ, 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 9 and 24: 21.713441848754883. +Interpolating between 9 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 0.2692 0.9062 0.8681 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2641 0.9023 0.8641 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2664 0.9023 0.8656 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2719 0.9004 0.8647 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2727 0.9023 0.8684 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2665 0.9023 0.8684 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2620 0.9023 0.8663 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2668 0.9082 0.8726 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 24 +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 +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 +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 9 and 25: 21.471071243286133. +Interpolating between 9 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 0.2792 0.9062 0.8681 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2889 0.9043 0.8658 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2997 0.9043 0.8672 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3033 0.9062 0.8703 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2946 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2809 0.9062 0.8703 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2729 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2740 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 25 +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 +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 +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 9 and 26: 21.278526306152344. +Interpolating between 9 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 0.2478 0.9141 0.8791 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2422 0.9121 0.8780 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2422 0.9102 0.8757 +[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 0.2481 0.9082 0.8733 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2511 0.9082 0.8733 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2565 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2669 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 26 +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 +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 +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 9 and 27: 21.65247917175293. +Interpolating between 9 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 0.2255 0.9180 0.8846 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2222 0.9199 0.8877 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2261 0.9121 0.8774 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2333 0.9102 0.8750 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2395 0.9082 0.8733 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2442 0.9082 0.8733 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2507 0.9082 0.8733 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2630 0.9121 0.8780 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 27 +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 +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 +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 9 and 28: 21.28346061706543. +Interpolating between 9 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 0.2650 0.9062 0.8681 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2622 0.9062 0.8681 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2635 0.9121 0.8780 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2644 0.9082 0.8733 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2628 0.9102 0.8757 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2603 0.9121 0.8780 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2623 0.9102 0.8743 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2702 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 28 +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 +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 +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 9 and 29: 21.285497665405273. +Interpolating between 9 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 0.2608 0.9102 0.8750 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2614 0.9102 0.8757 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2640 0.9082 0.8733 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2642 0.9062 0.8710 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2612 0.9062 0.8710 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2587 0.9082 0.8733 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2606 0.9141 0.8804 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2688 0.9082 0.8719 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 29 +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 +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 +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 9 and 30: 21.63640022277832. +Interpolating between 9 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 0.2554 0.9121 0.8760 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2451 0.9121 0.8767 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2414 0.9043 0.8665 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2421 0.9004 0.8618 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2440 0.8984 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2459 0.8984 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2508 0.9043 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2630 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 30 +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 +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 +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 9 and 31: 24.013465881347656. +Interpolating between 9 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 0.2336 0.9043 0.8635 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2359 0.8965 0.8490 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2958 0.8848 0.8196 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3870 0.8672 0.7834 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3887 0.8887 0.8504 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2949 0.8730 0.8426 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2404 0.8965 0.8658 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2428 0.9082 0.8753 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 31 +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 +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 +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 9 and 32: 21.20883560180664. +Interpolating between 9 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 0.2643 0.9082 0.8733 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2584 0.9043 0.8679 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2562 0.9062 0.8710 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2554 0.9004 0.8633 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2549 0.9023 0.8656 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2550 0.9004 0.8625 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2582 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2674 0.9062 0.8696 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 32 +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 +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 +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 9 and 33: 23.835189819335938. +Interpolating between 9 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 0.2271 0.9082 0.8691 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2201 0.9102 0.8736 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2454 0.9062 0.8689 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2752 0.9004 0.8647 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2678 0.8965 0.8623 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2439 0.9023 0.8684 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2364 0.9043 0.8707 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2522 0.9180 0.8871 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 33 +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 +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 +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 9 and 34: 21.136754989624023. +Interpolating between 9 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 0.2551 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2455 0.9062 0.8689 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2420 0.9102 0.8743 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2417 0.9102 0.8743 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2424 0.9082 0.8719 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2444 0.9121 0.8774 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2507 0.9102 0.8743 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2639 0.9082 0.8719 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 34 +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 +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 +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 9 and 35: 21.1313533782959. +Interpolating between 9 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 0.2657 0.9062 0.8681 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2566 0.9062 0.8681 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2516 0.8984 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2502 0.8984 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2505 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2513 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2551 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2657 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 35 +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 +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 +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 9 and 36: 21.353349685668945. +Interpolating between 9 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 0.2731 0.9102 0.8750 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2599 0.9102 0.8750 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2536 0.9102 0.8763 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2514 0.9062 0.8703 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2513 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2519 0.9082 0.8726 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2558 0.9004 0.8610 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2658 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 36 +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 +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 +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 9 and 37: 21.286710739135742. +Interpolating between 9 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 0.9102 0.8736 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2413 0.9062 0.8689 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2376 0.9023 0.8626 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2372 0.9043 0.8658 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2377 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2396 0.9082 0.8712 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2469 0.9121 0.8774 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2617 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 37 +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 +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 +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 9 and 38: 21.51822853088379. +Interpolating between 9 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 0.2586 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2548 0.9023 0.8641 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2535 0.8984 0.8595 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2539 0.8984 0.8595 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2543 0.8965 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2544 0.9004 0.8618 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2576 0.8984 0.8587 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2668 0.9023 0.8634 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 38 +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 +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 +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 9 and 39: 21.266468048095703. +Interpolating between 9 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 0.2575 0.9219 0.8907 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2544 0.9180 0.8846 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2540 0.9082 0.8712 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2540 0.9102 0.8736 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2530 0.9082 0.8712 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2527 0.9082 0.8712 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2567 0.9121 0.8760 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2672 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 39 +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 +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 +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 9 and 40: 21.813148498535156. +Interpolating between 9 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 0.2493 0.9141 0.8798 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2361 0.9121 0.8767 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2350 0.9141 0.8791 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2381 0.9121 0.8774 +[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 0.2389 0.9141 0.8798 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2444 0.9141 0.8798 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2597 0.9141 0.8804 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 40 +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 +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 +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 9 and 41: 21.385793685913086. +Interpolating between 9 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 0.2639 0.9043 0.8679 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2628 0.9062 0.8717 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2634 0.9043 0.8707 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2632 0.9023 0.8677 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2616 0.9004 0.8633 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2592 0.9043 0.8679 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2608 0.9062 0.8703 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2686 0.9062 0.8696 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 41 +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 +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 +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 9 and 42: 21.648056030273438. +Interpolating between 9 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 0.2795 0.9043 0.8650 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2733 0.8984 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2698 0.8984 0.8571 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2667 0.8984 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2640 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2616 0.9043 0.8672 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2617 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2680 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 42 +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 +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 +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 9 and 43: 21.24227523803711. +Interpolating between 9 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 0.2608 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2520 0.9141 0.8804 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2482 0.9082 0.8726 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2478 0.9121 0.8780 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2491 0.9141 0.8804 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2514 0.9102 0.8750 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2563 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2667 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 43 +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 +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 +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 9 and 44: 21.40443992614746. +Interpolating between 9 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 0.2649 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2535 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2489 0.9043 0.8665 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2478 0.9023 0.8641 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2480 0.9062 0.8689 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2487 0.9023 0.8634 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2531 0.9082 0.8712 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2645 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 44 +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 +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 +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 9 and 45: 21.139225006103516. +Interpolating between 9 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 0.2318 0.9219 0.8907 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2280 0.9121 0.8780 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2288 0.9082 0.8726 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2322 0.9062 0.8703 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2360 0.9082 0.8733 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2405 0.9043 0.8679 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2483 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2626 0.9102 0.8743 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 45 +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 +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 +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 9 and 46: 21.634613037109375. +Interpolating between 9 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 0.2490 0.9121 0.8760 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2405 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2383 0.9102 0.8757 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2405 0.9102 0.8763 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2440 0.9121 0.8794 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2473 0.9062 0.8710 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2528 0.9082 0.8733 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2639 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 46 +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 +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 +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 9 and 47: 22.470291137695312. +Interpolating between 9 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 0.2508 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2445 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2469 0.9141 0.8804 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2502 0.9141 0.8811 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2489 0.9102 0.8763 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2480 0.9160 0.8847 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2527 0.9141 0.8811 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2643 0.9141 0.8804 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 47 +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 +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 +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 9 and 48: 21.7459659576416. +Interpolating between 9 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 0.2488 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2449 0.9102 0.8757 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2498 0.9043 0.8693 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2574 0.9043 0.8700 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2593 0.9062 0.8737 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2562 0.9102 0.8783 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2568 0.9102 0.8777 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2655 0.9102 0.8757 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 48 +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 +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 +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 9 and 49: 21.488140106201172. +Interpolating between 9 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 0.2779 0.9004 0.8595 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2664 0.9023 0.8619 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2606 0.9023 0.8634 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2595 0.9023 0.8634 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2591 0.9004 0.8603 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2585 0.8984 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2610 0.9004 0.8618 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2685 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 49 +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 +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 +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 9 and 50: 21.300893783569336. +Interpolating between 9 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 0.2700 0.9082 0.8733 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2628 0.9102 0.8763 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2579 0.9082 0.8740 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2552 0.9102 0.8763 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2536 0.9102 0.8763 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2531 0.9102 0.8757 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2562 0.9062 0.8703 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2658 0.9102 0.8750 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 50 +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 +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 +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 9 and 51: 21.59992027282715. +Interpolating between 9 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 0.2664 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2602 0.9043 0.8665 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2595 0.8965 0.8556 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2613 0.8984 0.8587 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2633 0.9004 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2614 0.8984 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2634 0.9023 0.8641 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2701 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 51 +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 +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 +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 9 and 52: 21.560026168823242. +Interpolating between 9 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 0.9102 0.8722 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2552 0.9102 0.8722 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2508 0.9043 0.8650 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2503 0.9023 0.8634 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2497 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2494 0.9082 0.8719 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2531 0.9082 0.8712 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2644 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 52 +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 +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 +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 9 and 53: 23.96107292175293. +Interpolating between 9 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 0.2304 0.9043 0.8658 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2256 0.8965 0.8532 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2650 0.8984 0.8564 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3211 0.9023 0.8663 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3093 0.8945 0.8636 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2557 0.8867 0.8550 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2326 0.9023 0.8705 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2452 0.9160 0.8847 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 53 +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 +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 +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 9 and 54: 21.17292594909668. +Interpolating between 9 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 0.2678 0.9180 0.8852 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2568 0.9180 0.8859 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2514 0.9180 0.8859 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2498 0.9121 0.8787 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2493 0.9062 0.8717 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2501 0.9121 0.8787 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2542 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2651 0.9082 0.8719 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 54 +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 +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 +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 9 and 55: 21.312755584716797. +Interpolating between 9 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 0.2533 0.9121 0.8753 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2472 0.9082 0.8705 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2461 0.9062 0.8689 +[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 0.2508 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2536 0.9102 0.8743 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2582 0.9082 0.8719 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2678 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 55 +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 +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 +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 9 and 56: 21.321624755859375. +Interpolating between 9 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 0.2517 0.9102 0.8708 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2415 0.9082 0.8705 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2404 0.9062 0.8681 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2429 0.9062 0.8681 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2445 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2462 0.9062 0.8689 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2521 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2645 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 56 +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 +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 +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 9 and 57: 21.634660720825195. +Interpolating between 9 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 0.2518 0.9023 0.8626 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2405 0.9023 0.8634 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2387 0.9043 0.8665 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2409 0.9062 0.8703 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2426 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2443 0.9043 0.8679 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2501 0.9082 0.8719 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2629 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 57 +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 +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 +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 9 and 58: 21.417984008789062. +Interpolating between 9 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 0.2860 0.8965 0.8571 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2860 0.8965 0.8579 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2881 0.8965 0.8587 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2856 0.8965 0.8587 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2766 0.8984 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2678 0.9062 0.8710 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2652 0.9121 0.8780 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2709 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 58 +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 +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 +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 9 and 59: 21.123918533325195. +Interpolating between 9 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 0.2648 0.9062 0.8674 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2557 0.9023 0.8619 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2517 0.9023 0.8626 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2506 0.9043 0.8658 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2509 0.9023 0.8634 +[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 0.2563 0.9004 0.8603 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2670 0.9023 0.8634 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 59 +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 +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 +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 9 and 60: 21.426725387573242. +Interpolating between 9 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 0.2571 0.9141 0.8778 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2512 0.9160 0.8815 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2487 0.9141 0.8791 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2484 0.9121 0.8774 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2477 0.9141 0.8811 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2488 0.9180 0.8865 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2543 0.9121 0.8780 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2653 0.9141 0.8804 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 60 +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 +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 +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 9 and 61: 24.091508865356445. +Interpolating between 9 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 0.2364 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2349 0.9102 0.8729 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2884 0.9062 0.8681 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3716 0.9004 0.8661 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3734 0.8457 0.8159 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2902 0.8691 0.8393 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2407 0.8945 0.8615 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2478 0.9160 0.8853 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 61 +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 +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 +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 9 and 62: 21.596073150634766. +Interpolating between 9 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 0.2412 0.9180 0.8859 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2385 0.9141 0.8817 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2417 0.9102 0.8770 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2475 0.9121 0.8800 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2511 0.9082 0.8740 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2533 0.9082 0.8740 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2570 0.9102 0.8763 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2664 0.9141 0.8804 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 62 +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 +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 +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 9 and 63: 23.811399459838867. +Interpolating between 9 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 0.2293 0.9141 0.8791 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2201 0.9102 0.8757 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2512 0.9082 0.8726 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2872 0.8984 0.8639 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2729 0.8926 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2415 0.8965 0.8630 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2323 0.9062 0.8737 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2510 0.9160 0.8847 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 63 +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 +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 +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 9 and 64: 21.370162963867188. +Interpolating between 9 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 0.2631 0.9043 0.8650 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2571 0.9023 0.8619 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2552 0.9004 0.8603 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2524 0.8984 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2499 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2491 0.9043 0.8665 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2525 0.9043 0.8658 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2642 0.9023 0.8634 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 64 +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 +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 +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 9 and 65: 21.30293083190918. +Interpolating between 9 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 0.2648 0.9102 0.8722 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2496 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2439 0.9043 0.8665 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2436 0.9043 0.8665 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2448 0.9062 0.8696 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2467 0.9023 0.8649 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2523 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2646 0.9062 0.8696 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 65 +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 +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 +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 9 and 66: 21.301639556884766. +Interpolating between 9 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 0.2768 0.9004 0.8595 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2658 0.9023 0.8634 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2596 0.9023 0.8641 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2568 0.9004 0.8618 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2557 0.9004 0.8618 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2555 0.8984 0.8595 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2586 0.9023 0.8641 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2681 0.9082 0.8719 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 66 +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 +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 +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 9 and 67: 21.35725212097168. +Interpolating between 9 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 0.2650 0.9141 0.8791 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2539 0.9102 0.8736 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2499 0.9102 0.8736 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2492 0.9082 0.8719 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2498 0.9062 0.8696 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2515 0.9082 0.8726 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2566 0.9082 0.8726 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2675 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 67 +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 +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 +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 9 and 68: 24.045146942138672. +Interpolating between 9 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 0.2296 0.9004 0.8603 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2262 0.9004 0.8579 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2597 0.8965 0.8490 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3110 0.8926 0.8415 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3035 0.8945 0.8541 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2471 0.8965 0.8623 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2250 0.9023 0.8691 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2435 0.9160 0.8847 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 68 +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 +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 +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 9 and 69: 24.024314880371094. +Interpolating between 9 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 0.2227 0.9141 0.8764 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2263 0.9062 0.8659 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2719 0.8926 0.8424 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3356 0.9043 0.8604 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3310 0.8906 0.8571 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2685 0.8809 0.8479 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2364 0.8945 0.8622 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2453 0.9141 0.8824 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 69 +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 +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 +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 9 and 70: 23.376895904541016. +Interpolating between 9 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 0.2393 0.9004 0.8603 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2247 0.9004 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2389 0.9082 0.8740 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2540 0.9043 0.8700 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2519 0.9062 0.8737 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2420 0.9023 0.8677 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2431 0.9082 0.8740 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2575 0.9121 0.8780 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 70 +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 +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 +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 9 and 71: 21.24601173400879. +Interpolating between 9 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 0.2533 0.9160 0.8809 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2514 0.9102 0.8736 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2511 0.9082 0.8705 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2515 0.9043 0.8650 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2519 0.9023 0.8626 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2528 0.9043 0.8650 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2564 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2663 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 71 +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 +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 +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 9 and 72: 21.231828689575195. +Interpolating between 9 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 0.2702 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2602 0.9062 0.8703 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2563 0.9082 0.8740 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2561 0.9043 0.8686 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2565 0.8984 0.8602 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2568 0.9004 0.8625 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2601 0.9023 0.8641 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2691 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 72 +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 +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 +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 9 and 73: 21.078990936279297. +Interpolating between 9 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 0.2564 0.9121 0.8760 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2499 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2476 0.9043 0.8665 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2476 0.9062 0.8689 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2483 0.9062 0.8689 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2498 0.9062 0.8681 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2546 0.9082 0.8705 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2656 0.9082 0.8705 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 73 +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 +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 +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 9 and 74: 21.376972198486328. +Interpolating between 9 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 0.2522 0.9121 0.8753 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2465 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2444 0.9004 0.8610 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2441 0.9004 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2454 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2474 0.9043 0.8665 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2527 0.9043 0.8658 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2640 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 74 +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 +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 +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 9 and 75: 21.584468841552734. +Interpolating between 9 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 0.2795 0.9023 0.8619 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2676 0.9023 0.8626 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2605 0.9023 0.8634 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2577 0.9023 0.8634 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2564 0.9062 0.8689 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2562 0.9062 0.8696 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2592 0.9043 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2673 0.8984 0.8579 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 75 +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 +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 +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 9 and 76: 22.02878761291504. +Interpolating between 9 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 0.2419 0.9102 0.8750 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2411 0.9102 0.8757 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2497 0.9062 0.8703 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2565 0.9121 0.8794 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2565 0.9102 0.8777 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2531 0.9082 0.8747 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2551 0.9141 0.8817 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2655 0.9121 0.8780 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 76 +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 +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 +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 9 and 77: 21.312850952148438. +Interpolating between 9 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 0.2668 0.9043 0.8672 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2621 0.9062 0.8696 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2601 0.9043 0.8665 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2591 0.9023 0.8626 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2567 0.9004 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2550 0.9023 0.8626 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2582 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2673 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 77 +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 +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 +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 9 and 78: 23.84278678894043. +Interpolating between 9 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 0.2369 0.9062 0.8703 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2231 0.9082 0.8733 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2370 0.9082 0.8753 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2590 0.9004 0.8668 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2569 0.8887 0.8542 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2404 0.8984 0.8646 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2355 0.9141 0.8830 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2535 0.9180 0.8871 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 78 +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 +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 +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 9 and 79: 21.38300895690918. +Interpolating between 9 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 0.2442 0.9160 0.8822 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2404 0.9160 0.8828 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2408 0.9121 0.8767 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2449 0.9102 0.8743 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2474 0.9062 0.8696 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2503 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2553 0.9082 0.8712 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2657 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 79 +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 +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 +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 9 and 80: 21.5023250579834. +Interpolating between 9 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 0.2533 0.9180 0.8840 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2503 0.9199 0.8871 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2502 0.9180 0.8840 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2510 0.9121 0.8760 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2509 0.9082 0.8705 +[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 0.2550 0.9141 0.8791 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2659 0.9102 0.8743 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 80 +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 +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 +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 9 and 81: 21.42034912109375. +Interpolating between 9 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 0.2606 0.9043 0.8658 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2557 0.9023 0.8634 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2543 0.8965 0.8564 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2549 0.8926 0.8518 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2555 0.8945 0.8541 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2556 0.8945 0.8533 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2578 0.8984 0.8587 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2661 0.9023 0.8634 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 81 +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 +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 +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 9 and 82: 23.432476043701172. +Interpolating between 9 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 0.2139 0.9141 0.8798 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2090 0.9141 0.8817 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2242 0.9043 0.8700 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2406 0.9062 0.8737 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2437 0.9082 0.8760 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2399 0.9023 0.8670 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2450 0.9102 0.8777 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2602 0.9141 0.8811 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 82 +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 +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 +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 9 and 83: 21.295501708984375. +Interpolating between 9 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 0.2503 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2446 0.9043 0.8672 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2428 0.9062 0.8703 +[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 0.2438 0.9062 0.8696 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2449 0.9043 0.8672 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2497 0.9043 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2623 0.9121 0.8767 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 83 +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 +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 +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 9 and 84: 21.651357650756836. +Interpolating between 9 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 0.2609 0.9160 0.8815 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2533 0.9160 0.8815 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2524 0.9102 0.8743 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2538 0.9062 0.8681 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2533 0.9004 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2534 0.9043 0.8665 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2576 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2677 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 84 +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 +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 +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 9 and 85: 21.25165367126465. +Interpolating between 9 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 0.2708 0.9102 0.8736 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2677 0.9121 0.8774 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2653 0.9121 0.8774 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2628 0.9102 0.8750 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2601 0.9082 0.8719 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2578 0.9062 0.8689 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2589 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2670 0.9102 0.8736 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 85 +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 +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 +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 9 and 86: 21.894609451293945. +Interpolating between 9 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 0.2609 0.9023 0.8619 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2458 0.9023 0.8619 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2416 0.9004 0.8618 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2440 0.8984 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2461 0.8984 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2467 0.9023 0.8656 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2508 0.8984 0.8595 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2627 0.9062 0.8696 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 86 +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 +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 +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 9 and 87: 21.093826293945312. +Interpolating between 9 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 0.2434 0.8984 0.8556 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2392 0.9062 0.8681 +[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 0.2394 0.9062 0.8696 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2417 0.9082 0.8719 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2455 0.9062 0.8689 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2525 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2651 0.9023 0.8634 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 87 +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 +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 +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 9 and 88: 21.616355895996094. +Interpolating between 9 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 0.2401 0.9141 0.8791 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2380 0.9121 0.8767 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2407 0.9082 0.8719 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2441 0.9062 0.8710 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2452 0.9082 0.8740 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2449 0.9082 0.8733 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2488 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2612 0.9102 0.8743 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 88 +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 +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 +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 9 and 89: 21.598134994506836. +Interpolating between 9 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 0.2657 0.9082 0.8726 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2593 0.9082 0.8740 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2573 0.9023 0.8670 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2578 0.9004 0.8647 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2584 0.9043 0.8693 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2579 0.9023 0.8656 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2593 0.9023 0.8649 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2672 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 89 +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 +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 +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 9 and 90: 21.13657569885254. +Interpolating between 9 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 0.2453 0.9141 0.8785 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2385 0.9180 0.8852 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2366 0.9121 0.8767 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2378 0.9082 0.8705 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2396 0.9062 0.8681 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2426 0.9023 0.8626 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2493 0.9043 0.8658 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2629 0.9062 0.8674 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 90 +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 +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 +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 9 and 91: 21.246742248535156. +Interpolating between 9 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 0.2654 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2581 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2551 0.9062 0.8696 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2548 0.9043 0.8665 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2523 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2508 0.9102 0.8750 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2542 0.9082 0.8719 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2648 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 91 +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 +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 +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 9 and 92: 22.892330169677734. +Interpolating between 9 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 0.2594 0.9121 0.8760 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2470 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2484 0.9102 0.8750 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2529 0.9043 0.8679 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2510 0.9062 0.8703 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2488 0.9102 0.8757 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2530 0.9141 0.8811 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2652 0.9121 0.8780 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 92 +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 +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 +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 9 and 93: 21.687349319458008. +Interpolating between 9 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 0.2612 0.9082 0.8698 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2601 0.8984 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2627 0.9004 0.8603 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2603 0.9082 0.8719 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2541 0.9121 0.8787 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2502 0.9160 0.8835 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2527 0.9160 0.8822 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2637 0.9102 0.8743 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 93 +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 +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 +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 9 and 94: 23.978357315063477. +Interpolating between 9 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 0.2321 0.9082 0.8661 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2321 0.9062 0.8621 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2843 0.8906 0.8363 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3592 0.8965 0.8473 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3435 0.8828 0.8396 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2619 0.8945 0.8629 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2319 0.9004 0.8668 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2446 0.9180 0.8871 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 94 +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 +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 +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 9 and 95: 21.179712295532227. +Interpolating between 9 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 0.2532 0.9141 0.8798 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2503 0.9141 0.8798 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2492 0.9160 0.8822 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2484 0.9141 0.8798 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2484 0.9121 0.8767 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2490 0.9121 0.8767 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2540 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2650 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 95 +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 +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 +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 9 and 96: 21.4189453125. +Interpolating between 9 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 0.2682 0.9160 0.8822 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2692 0.9121 0.8774 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2732 0.9102 0.8750 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2741 0.9062 0.8703 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2710 0.9082 0.8726 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2675 0.9043 0.8672 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2673 0.9004 0.8618 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2724 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 96 +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 +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 +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 9 and 97: 21.77564811706543. +Interpolating between 9 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 0.2504 0.9023 0.8626 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2414 0.9062 0.8703 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2414 0.9062 0.8717 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2436 0.9043 0.8686 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2441 0.9062 0.8710 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2452 0.9102 0.8763 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2513 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2644 0.9082 0.8719 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 97 +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 +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 +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 9 and 98: 21.553787231445312. +Interpolating between 9 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 0.2455 0.9102 0.8736 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2385 0.9102 0.8750 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2388 0.9082 0.8726 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2424 0.9043 0.8679 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2455 0.9082 0.8726 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2479 0.9082 0.8733 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2532 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2643 0.9062 0.8696 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 98 +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 +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 +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 9 and 99: 23.3795166015625. +Interpolating between 9 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 0.2247 0.9102 0.8722 +[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 0.2247 0.9082 0.8726 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2371 0.9082 0.8740 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2380 0.9062 0.8717 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2365 0.9062 0.8723 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2422 0.9082 0.8740 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2589 0.9141 0.8811 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2856 0.9121 0.8760 +Completed interpolation from 9 to 99 +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 +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 +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 10 and 11: 23.273540496826172. +Interpolating between 10 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 0.2284 0.9062 0.8696 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2188 0.9141 0.8817 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2482 0.9141 0.8836 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2875 0.9062 0.8769 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2798 0.8984 0.8693 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2401 0.9102 0.8827 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2222 0.9141 0.8848 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2360 0.9141 0.8824 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 11 +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 +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 +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 10 and 12: 23.193042755126953. +Interpolating between 10 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 0.2352 0.9043 0.8672 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2182 0.9062 0.8703 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2284 0.9121 0.8794 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2425 0.9062 0.8717 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2372 0.9102 0.8789 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2245 0.9160 0.8865 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2233 0.9121 0.8813 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2392 0.9180 0.8865 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 12 +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 +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 +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 10 and 13: 22.14498519897461. +Interpolating between 10 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 0.2287 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2196 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2219 0.9082 0.8726 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2293 0.9023 0.8663 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2328 0.9004 0.8647 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2322 0.9102 0.8777 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2361 0.9062 0.8710 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2485 0.9141 0.8804 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 13 +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 +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 +Encountered Error: connectivity/bert_ft_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 10 and 14: 21.419450759887695. +Interpolating between 10 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 0.2639 0.9004 0.8610 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2545 0.9023 0.8649 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2503 0.9043 0.8693 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2493 0.9043 0.8693 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2479 0.9023 0.8670 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2458 0.9043 0.8700 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2469 0.9121 0.8787 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2550 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 14 +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 +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 +Encountered Error: connectivity/bert_ft_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 10 and 15: 21.8197078704834. +Interpolating between 10 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 0.2699 0.9199 0.8895 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2686 0.9141 0.8817 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2712 0.9062 0.8717 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2756 0.8984 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2786 0.8984 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2761 0.9023 0.8663 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2675 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2631 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 15 +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 +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 +Encountered Error: connectivity/bert_ft_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 10 and 16: 21.339088439941406. +Interpolating between 10 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 0.2436 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2362 0.9102 0.8736 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2345 0.9102 0.8750 +[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 0.2384 0.9102 0.8750 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2394 0.9102 0.8750 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2437 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2542 0.9160 0.8822 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 16 +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 +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 +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 10 and 17: 23.546194076538086. +Interpolating between 10 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 0.2309 0.9062 0.8681 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2197 0.9082 0.8705 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2500 0.9102 0.8729 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3068 0.9043 0.8679 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3205 0.8887 0.8593 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2710 0.8848 0.8564 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2314 0.9043 0.8753 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2347 0.9082 0.8760 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 17 +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 +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 +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 10 and 18: 21.714969635009766. +Interpolating between 10 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 0.2412 0.9121 0.8753 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2325 0.9160 0.8822 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2314 0.9121 0.8780 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2349 0.9141 0.8811 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2363 0.9160 0.8828 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2359 0.9160 0.8835 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2398 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2509 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 18 +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 +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 +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 10 and 19: 21.842628479003906. +Interpolating between 10 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 0.2425 0.9199 0.8877 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2342 0.9219 0.8913 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2344 0.9160 0.8847 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2386 0.9121 0.8787 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2423 0.9121 0.8787 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2435 0.9062 0.8703 +[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 0.2535 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 19 +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 +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 +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 10 and 20: 21.405336380004883. +Interpolating between 10 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 0.2767 0.9023 0.8649 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2620 0.9043 0.8686 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2560 0.9004 0.8633 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2536 0.9004 0.8640 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2507 0.9023 0.8663 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2470 0.9062 0.8710 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2470 0.9062 0.8710 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2546 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 20 +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 +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 +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 10 and 21: 21.820932388305664. +Interpolating between 10 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 0.2585 0.9102 0.8736 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2513 0.9121 0.8780 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2476 0.9102 0.8763 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2450 0.9102 0.8763 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2423 0.9102 0.8763 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2389 0.9121 0.8787 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2393 0.9121 0.8780 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2502 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 21 +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 +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 +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 10 and 22: 23.468502044677734. +Interpolating between 10 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 0.2259 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2180 0.9121 0.8780 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2400 0.9121 0.8787 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2771 0.9082 0.8760 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2814 0.9102 0.8821 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2390 0.9062 0.8776 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2169 0.9121 0.8837 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2305 0.9160 0.8853 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 22 +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 +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 +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 10 and 23: 22.739473342895508. +Interpolating between 10 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 0.2308 0.9043 0.8679 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2132 0.9102 0.8763 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2157 0.9121 0.8800 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2263 0.9141 0.8842 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2289 0.9141 0.8842 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2279 0.9082 0.8766 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2320 0.9121 0.8806 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2455 0.9102 0.8757 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 23 +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 +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 +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 10 and 24: 21.908763885498047. +Interpolating between 10 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 0.2641 0.9043 0.8650 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2546 0.9043 0.8650 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2516 0.9004 0.8603 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2514 0.9004 0.8618 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2489 0.8965 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2441 0.9023 0.8649 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2420 0.9082 0.8726 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2503 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 24 +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 +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 +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 10 and 25: 21.674755096435547. +Interpolating between 10 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 0.2671 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2615 0.9062 0.8696 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2582 0.9082 0.8733 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2558 0.9082 0.8733 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2525 0.9082 0.8733 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2476 0.9082 0.8726 +[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 0.2537 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 25 +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 +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 +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 10 and 26: 21.730741500854492. +Interpolating between 10 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 0.2419 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2326 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2337 0.9062 0.8703 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2404 0.9062 0.8710 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2443 0.9082 0.8740 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2441 0.9082 0.8733 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2451 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2535 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 26 +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 +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 +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 10 and 27: 21.800031661987305. +Interpolating between 10 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 0.2242 0.9199 0.8871 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2192 0.9199 0.8877 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2218 0.9199 0.8889 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2270 0.9219 0.8919 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2295 0.9199 0.8889 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2304 0.9180 0.8865 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2356 0.9160 0.8835 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2486 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 27 +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 +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 +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 10 and 28: 21.527193069458008. +Interpolating between 10 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 0.2570 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2475 0.9102 0.8750 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2445 0.9102 0.8757 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2441 0.9102 0.8763 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2421 0.9102 0.8763 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2394 0.9141 0.8817 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2415 0.9121 0.8787 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2523 0.9141 0.8804 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 28 +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 +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 +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 10 and 29: 21.43866539001465. +Interpolating between 10 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 0.2538 0.9082 0.8719 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2466 0.9141 0.8804 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2434 0.9141 0.8811 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2427 0.9121 0.8787 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2408 0.9121 0.8794 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2387 0.9141 0.8811 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2418 0.9160 0.8835 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2527 0.9180 0.8852 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 29 +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 +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 +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 10 and 30: 21.84663963317871. +Interpolating between 10 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 0.2586 0.9141 0.8785 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2525 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2509 0.9062 0.8696 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2511 0.9062 0.8710 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2498 0.9102 0.8757 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2500 0.9121 0.8780 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2537 0.9121 0.8774 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2605 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 30 +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 +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 +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 10 and 31: 23.498781204223633. +Interpolating between 10 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 0.2363 0.9082 0.8719 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2248 0.9141 0.8798 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2466 0.9062 0.8696 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2871 0.9004 0.8640 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3016 0.8926 0.8628 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2679 0.8809 0.8516 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2334 0.9082 0.8798 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2347 0.9121 0.8819 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 31 +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 +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 +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 10 and 32: 21.60649299621582. +Interpolating between 10 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 0.2642 0.9102 0.8757 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2581 0.9023 0.8656 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2553 0.9023 0.8656 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2557 0.9004 0.8633 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2552 0.9023 0.8663 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2518 0.9043 0.8686 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2504 0.9102 0.8757 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2562 0.9141 0.8804 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 32 +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 +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 +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 10 and 33: 23.209794998168945. +Interpolating between 10 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 0.2258 0.9121 0.8760 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2148 0.9141 0.8811 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2313 0.9062 0.8737 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2556 0.9023 0.8705 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2537 0.8984 0.8673 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2344 0.9023 0.8718 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2268 0.9062 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2396 0.9121 0.8794 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 33 +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 +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 +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 10 and 34: 21.550018310546875. +Interpolating between 10 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 0.2608 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2550 0.9062 0.8689 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2546 0.9062 0.8696 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2556 0.9062 0.8703 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2569 0.9062 0.8703 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2568 0.9082 0.8726 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2570 0.9121 0.8780 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2610 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 34 +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 +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 +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 10 and 35: 21.68035316467285. +Interpolating between 10 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 0.2661 0.9043 0.8665 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2593 0.8965 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2572 0.9004 0.8633 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2604 0.9023 0.8670 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2663 0.9043 0.8700 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2667 0.9082 0.8740 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2620 0.9141 0.8811 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2622 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 35 +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 +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 +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 10 and 36: 21.59427833557129. +Interpolating between 10 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 0.2802 0.9141 0.8804 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2722 0.9121 0.8780 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2681 0.9102 0.8750 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2695 0.9102 0.8757 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2717 0.9121 0.8780 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2724 0.9121 0.8780 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2699 0.9121 0.8774 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2673 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 36 +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 +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 +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 10 and 37: 21.72417640686035. +Interpolating between 10 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 0.2545 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2485 0.9102 0.8750 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2475 0.9062 0.8710 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2494 0.9082 0.8740 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2482 0.9082 0.8740 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2424 0.9102 0.8757 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2435 0.9121 0.8780 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2533 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 37 +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 +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 +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 10 and 38: 21.85004425048828. +Interpolating between 10 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 0.2603 0.9043 0.8665 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2567 0.9062 0.8703 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2565 0.9043 0.8679 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2581 0.9062 0.8717 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2600 0.9062 0.8717 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2577 0.9043 0.8686 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2548 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2592 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 38 +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 +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 +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 10 and 39: 21.57688331604004. +Interpolating between 10 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 0.2533 0.9199 0.8889 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2469 0.9160 0.8841 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2455 0.9160 0.8847 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2460 0.9160 0.8853 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2462 0.9160 0.8853 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2456 0.9082 0.8733 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2479 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2566 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 39 +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 +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 +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 10 and 40: 21.62355613708496. +Interpolating between 10 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 0.2557 0.9160 0.8828 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2448 0.9141 0.8804 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2430 0.9121 0.8787 +[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 0.2464 0.9062 0.8710 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2469 0.9062 0.8710 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2487 0.9082 0.8726 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2565 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 40 +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 +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 +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 10 and 41: 21.283191680908203. +Interpolating between 10 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 0.2528 0.9062 0.8703 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2412 0.9023 0.8663 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2358 0.9062 0.8723 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2343 0.9082 0.8753 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2328 0.9121 0.8800 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2315 0.9141 0.8824 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2348 0.9141 0.8811 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2477 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 41 +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 +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 +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 10 and 42: 21.766231536865234. +Interpolating between 10 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 0.2790 0.9023 0.8626 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2710 0.9043 0.8650 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2669 0.9023 0.8626 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2634 0.9004 0.8603 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2599 0.9023 0.8649 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2575 0.9043 0.8672 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2558 0.9082 0.8726 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2587 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 42 +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 +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 +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 10 and 43: 21.724559783935547. +Interpolating between 10 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 0.2617 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2530 0.9121 0.8774 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2487 0.9121 0.8780 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2479 0.9082 0.8726 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2488 0.9082 0.8726 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2498 0.9141 0.8804 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2500 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2558 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 43 +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 +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 +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 10 and 44: 21.679758071899414. +Interpolating between 10 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 0.2661 0.9062 0.8667 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2558 0.9121 0.8760 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2521 0.9082 0.8712 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2529 0.9082 0.8712 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2534 0.9062 0.8689 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2494 0.9043 0.8665 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2494 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2556 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 44 +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 +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 +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 10 and 45: 21.624900817871094. +Interpolating between 10 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 0.2320 0.9199 0.8883 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2281 0.9180 0.8871 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2289 0.9141 0.8817 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2332 0.9141 0.8817 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2385 0.9160 0.8847 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2402 0.9141 0.8817 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2439 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2538 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 45 +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 +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 +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 10 and 46: 21.846176147460938. +Interpolating between 10 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 0.2542 0.9121 0.8753 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2506 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2512 0.9121 0.8774 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2553 0.9141 0.8798 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2606 0.9121 0.8767 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2632 0.9082 0.8719 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2628 0.9102 0.8743 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2636 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 46 +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 +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 +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 10 and 47: 22.00582504272461. +Interpolating between 10 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 0.2431 0.9121 0.8774 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2312 0.9102 0.8757 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2306 0.9160 0.8847 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2348 0.9082 0.8747 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2341 0.9141 0.8824 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2309 0.9102 0.8770 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2324 0.9141 0.8817 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2446 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 47 +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 +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 +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 10 and 48: 21.743999481201172. +Interpolating between 10 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 0.2483 0.9062 0.8681 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2392 0.9082 0.8705 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2374 0.9082 0.8705 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2397 0.9102 0.8750 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2393 0.9102 0.8757 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2368 0.9102 0.8757 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2386 0.9102 0.8757 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2496 0.9121 0.8780 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 48 +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 +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 +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 10 and 49: 21.798419952392578. +Interpolating between 10 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 0.2815 0.8984 0.8556 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2717 0.9004 0.8587 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2663 0.9043 0.8650 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2656 0.9062 0.8681 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2636 0.9082 0.8712 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2609 0.9062 0.8689 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2565 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2570 0.9121 0.8767 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 49 +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 +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 +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 10 and 50: 21.849185943603516. +Interpolating between 10 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 0.2724 0.9062 0.8696 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2676 0.9082 0.8733 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2664 0.9082 0.8740 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2686 0.9082 0.8740 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2703 0.9082 0.8740 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2683 0.9082 0.8726 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2639 0.9121 0.8774 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2649 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 50 +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 +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 +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 10 and 51: 21.87403106689453. +Interpolating between 10 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 0.2618 0.9062 0.8681 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2524 0.9004 0.8618 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2481 0.9062 0.8710 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2469 0.9102 0.8763 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2464 0.9082 0.8733 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2417 0.9102 0.8757 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2429 0.9082 0.8726 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2526 0.9121 0.8780 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 51 +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 +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 +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 10 and 52: 21.638540267944336. +Interpolating between 10 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 0.2677 0.9141 0.8785 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2565 0.9102 0.8736 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2522 0.9062 0.8681 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2525 0.9062 0.8681 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2524 0.9082 0.8719 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2505 0.9062 0.8681 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2525 0.9082 0.8712 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2581 0.9141 0.8791 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 52 +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 +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 +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 10 and 53: 23.36164665222168. +Interpolating between 10 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 0.2315 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2191 0.9043 0.8665 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2367 0.9062 0.8689 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2655 0.9121 0.8787 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2634 0.9082 0.8766 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2307 0.9141 0.8848 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2126 0.9102 0.8796 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2280 0.9160 0.8841 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 53 +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 +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 +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 10 and 54: 21.52583885192871. +Interpolating between 10 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 0.2671 0.9180 0.8859 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2553 0.9160 0.8841 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2490 0.9102 0.8770 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2462 0.9102 0.8777 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2449 0.9102 0.8783 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2435 0.9082 0.8740 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2442 0.9102 0.8763 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2531 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 54 +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 +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 +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 10 and 55: 21.826059341430664. +Interpolating between 10 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 0.2545 0.9121 0.8753 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2499 0.9121 0.8760 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2512 0.9102 0.8750 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2552 0.9062 0.8710 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2603 0.9043 0.8693 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2611 0.9062 0.8710 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2576 0.9082 0.8733 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2592 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 55 +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 +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 +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 10 and 56: 21.573389053344727. +Interpolating between 10 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 0.2529 0.9102 0.8715 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2442 0.9082 0.8705 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2444 0.9102 0.8750 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2476 0.9062 0.8696 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2476 0.9062 0.8703 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2446 0.9082 0.8726 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2446 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2532 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 56 +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 +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 +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 10 and 57: 21.741594314575195. +Interpolating between 10 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 0.2539 0.9062 0.8674 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2436 0.9121 0.8774 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2411 0.9102 0.8743 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2422 0.9121 0.8774 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2405 0.9121 0.8774 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2386 0.9121 0.8774 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2411 0.9121 0.8767 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2516 0.9160 0.8822 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 57 +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 +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 +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 10 and 58: 21.607519149780273. +Interpolating between 10 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 0.2763 0.9023 0.8656 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2651 0.8984 0.8610 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2580 0.9004 0.8640 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2537 0.9023 0.8677 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2500 0.9082 0.8753 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2465 0.9121 0.8794 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2472 0.9180 0.8865 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2553 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 58 +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 +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 +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 10 and 59: 21.78562355041504. +Interpolating between 10 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 0.2676 0.9062 0.8674 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2606 0.9062 0.8681 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2583 0.9062 0.8681 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2572 0.9043 0.8658 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2563 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2544 0.9102 0.8743 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2532 0.9141 0.8798 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2587 0.9141 0.8804 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 59 +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 +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 +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 10 and 60: 21.603452682495117. +Interpolating between 10 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 0.2476 0.9141 0.8785 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2369 0.9141 0.8798 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2366 0.9102 0.8763 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2399 0.9062 0.8710 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2396 0.9082 0.8747 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2356 0.9102 0.8757 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2370 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2493 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 60 +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 +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 +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 10 and 61: 23.510215759277344. +Interpolating between 10 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 0.2379 0.9082 0.8719 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2267 0.9082 0.8726 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2504 0.9082 0.8747 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2901 0.9062 0.8756 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2965 0.8809 0.8516 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2561 0.8965 0.8678 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2263 0.9141 0.8866 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2354 0.9160 0.8859 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 61 +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 +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 +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 10 and 62: 21.77570152282715. +Interpolating between 10 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 0.2378 0.9258 0.8962 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2313 0.9199 0.8889 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2298 0.9180 0.8859 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2315 0.9141 0.8811 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2325 0.9102 0.8757 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2329 0.9121 0.8774 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2368 0.9121 0.8780 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2483 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 62 +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 +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 +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 10 and 63: 23.17420768737793. +Interpolating between 10 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 0.2298 0.9121 0.8780 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2143 0.9141 0.8830 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2271 0.9023 0.8684 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2510 0.9062 0.8750 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2480 0.9082 0.8792 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2249 0.9062 0.8763 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2192 0.9141 0.8848 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2356 0.9180 0.8871 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 63 +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 +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 +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 10 and 64: 21.47499656677246. +Interpolating between 10 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 0.2578 0.9043 0.8650 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2480 0.9004 0.8610 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2448 0.9004 0.8618 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2444 0.9023 0.8649 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2445 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2418 0.9062 0.8710 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2429 0.9121 0.8787 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2524 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 64 +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 +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 +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 10 and 65: 21.615739822387695. +Interpolating between 10 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 0.2697 0.9121 0.8753 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2576 0.9043 0.8665 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2531 0.9043 0.8672 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2518 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2496 0.9023 0.8656 +[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 0.2484 0.9141 0.8811 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2562 0.9141 0.8804 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 65 +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 +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 +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 10 and 66: 21.66040802001953. +Interpolating between 10 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 0.2792 0.9023 0.8626 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2696 0.9004 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2647 0.9023 0.8641 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2635 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2644 0.9023 0.8649 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2650 0.9082 0.8733 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2630 0.9160 0.8835 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2644 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 66 +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 +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 +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 10 and 67: 21.64578628540039. +Interpolating between 10 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 0.2638 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2509 0.9102 0.8736 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2447 0.9121 0.8767 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2430 0.9141 0.8798 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2423 0.9121 0.8767 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2414 0.9121 0.8774 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2436 0.9102 0.8743 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2530 0.9141 0.8791 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 67 +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 +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 +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 10 and 68: 23.497528076171875. +Interpolating between 10 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 0.2279 0.9082 0.8733 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2178 0.9062 0.8710 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2383 0.9082 0.8740 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2773 0.8984 0.8646 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2871 0.8965 0.8678 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2459 0.9023 0.8744 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2168 0.9082 0.8779 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2287 0.9102 0.8783 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 68 +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 +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 +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 10 and 69: 23.501310348510742. +Interpolating between 10 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 0.2215 0.9219 0.8895 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2165 0.9102 0.8729 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2469 0.9121 0.8767 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2985 0.9121 0.8800 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3090 0.8984 0.8693 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2564 0.8945 0.8663 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2199 0.9121 0.8837 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2300 0.9102 0.8783 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 69 +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 +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 +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 10 and 70: 22.68800926208496. +Interpolating between 10 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 0.2357 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2161 0.9102 0.8757 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2198 0.9160 0.8859 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2308 0.9102 0.8796 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2332 0.9043 0.8721 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2308 0.9023 0.8698 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2349 0.9082 0.8753 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2477 0.9082 0.8726 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 70 +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 +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 +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 10 and 71: 21.666290283203125. +Interpolating between 10 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 0.2504 0.9160 0.8809 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2455 0.9180 0.8846 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2449 0.9160 0.8828 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2475 0.9160 0.8835 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2496 0.9141 0.8811 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2499 0.9102 0.8750 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2504 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2559 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 71 +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 +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 +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 10 and 72: 21.269092559814453. +Interpolating between 10 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 0.2655 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2507 0.9121 0.8780 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2445 0.9023 0.8663 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2429 0.9004 0.8640 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2416 0.9043 0.8686 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2415 0.9062 0.8703 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2450 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2547 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 72 +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 +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 +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 10 and 73: 21.701433181762695. +Interpolating between 10 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 0.2537 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2463 0.9082 0.8726 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2442 0.9102 0.8770 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2466 0.9121 0.8800 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2504 0.9141 0.8824 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2518 0.9102 0.8770 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2512 0.9102 0.8763 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2565 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 73 +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 +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 +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 10 and 74: 21.935976028442383. +Interpolating between 10 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 0.2553 0.9160 0.8822 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2521 0.9141 0.8798 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2512 0.9141 0.8798 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2538 0.9160 0.8835 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2578 0.9102 0.8757 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2627 0.9121 0.8774 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2647 0.9141 0.8798 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2645 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 74 +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 +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 +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 10 and 75: 21.881065368652344. +Interpolating between 10 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 0.2821 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2713 0.9043 0.8658 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2633 0.9082 0.8726 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2618 0.9141 0.8817 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2629 0.9121 0.8787 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2612 0.9062 0.8717 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2578 0.9043 0.8679 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2588 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 75 +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 +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 +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 10 and 76: 21.550430297851562. +Interpolating between 10 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 0.2391 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2331 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2334 0.9082 0.8733 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2358 0.9062 0.8710 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2353 0.9082 0.8740 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2329 0.9102 0.8770 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2350 0.9141 0.8811 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2467 0.9160 0.8822 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 76 +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 +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 +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 10 and 77: 21.52108383178711. +Interpolating between 10 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 0.2680 0.9043 0.8679 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2637 0.9004 0.8633 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2612 0.9004 0.8647 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2614 0.9004 0.8647 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2587 0.9004 0.8654 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2536 0.9023 0.8670 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2522 0.9082 0.8740 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2565 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 77 +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 +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 +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 10 and 78: 23.286081314086914. +Interpolating between 10 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 0.2353 0.9043 0.8679 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2196 0.9043 0.8686 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2351 0.9141 0.8848 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2603 0.9062 0.8769 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2585 0.8984 0.8693 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2368 0.9062 0.8763 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2255 0.9102 0.8802 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2369 0.9160 0.8847 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 78 +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 +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 +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 10 and 79: 21.752042770385742. +Interpolating between 10 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 0.2421 0.9180 0.8846 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2386 0.9219 0.8907 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2413 0.9141 0.8804 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2474 0.9141 0.8811 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2519 0.9102 0.8757 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2519 0.9102 0.8750 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2505 0.9121 0.8774 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2554 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 79 +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 +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 +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 10 and 80: 21.58287239074707. +Interpolating between 10 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 0.2505 0.9199 0.8871 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2451 0.9160 0.8822 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2440 0.9141 0.8804 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2441 0.9102 0.8757 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2435 0.9102 0.8763 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2434 0.9141 0.8811 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2463 0.9141 0.8804 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2553 0.9180 0.8852 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 80 +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 +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 +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 10 and 81: 21.713703155517578. +Interpolating between 10 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 0.2571 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2481 0.9102 0.8736 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2432 0.9102 0.8736 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2416 0.9102 0.8743 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2410 0.9121 0.8774 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2417 0.9121 0.8780 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2458 0.9102 0.8743 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2547 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 81 +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 +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 +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 10 and 82: 22.850452423095703. +Interpolating between 10 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 0.2110 0.9121 0.8774 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2014 0.9141 0.8811 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2108 0.9141 0.8824 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2252 0.9082 0.8766 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2268 0.9082 0.8773 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2233 0.9062 0.8743 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2289 0.9121 0.8813 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2437 0.9121 0.8780 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 82 +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 +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 +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 10 and 83: 21.558130264282227. +Interpolating between 10 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 0.2510 0.9082 0.8719 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2443 0.9082 0.8733 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2421 0.9062 0.8717 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2423 0.9082 0.8740 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2413 0.9141 0.8817 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2384 0.9141 0.8817 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2395 0.9121 0.8780 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2497 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 83 +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 +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 +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 10 and 84: 21.370834350585938. +Interpolating between 10 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 0.2587 0.9219 0.8913 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2504 0.9160 0.8841 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2486 0.9082 0.8747 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2495 0.9121 0.8800 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2495 0.9141 0.8830 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2481 0.9141 0.8824 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2487 0.9082 0.8726 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2559 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 84 +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 +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 +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 10 and 85: 21.85614776611328. +Interpolating between 10 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 0.2684 0.9102 0.8736 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2638 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2615 0.9121 0.8787 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2601 0.9082 0.8733 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2569 0.9082 0.8733 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2517 0.9102 0.8763 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2487 0.9160 0.8835 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2538 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 85 +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 +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 +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 10 and 86: 21.721147537231445. +Interpolating between 10 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 0.2631 0.9023 0.8619 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2490 0.9004 0.8595 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2424 0.9004 0.8595 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2410 0.9023 0.8634 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2375 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2323 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2347 0.9043 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2483 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 86 +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 +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 +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 10 and 87: 21.71078872680664. +Interpolating between 10 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 0.2433 0.9062 0.8674 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2389 0.9121 0.8767 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2391 0.9160 0.8822 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2444 0.9160 0.8822 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2497 0.9102 0.8743 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2518 0.9082 0.8719 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2529 0.9082 0.8719 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2584 0.9160 0.8822 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 87 +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 +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 +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 10 and 88: 21.84534454345703. +Interpolating between 10 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 0.2400 0.9160 0.8822 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2365 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 0.2423 0.9082 0.8719 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2418 0.9062 0.8696 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2379 0.9062 0.8696 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2388 0.9082 0.8719 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2492 0.9121 0.8767 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 88 +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 +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 +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 10 and 89: 21.839406967163086. +Interpolating between 10 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 0.2680 0.9082 0.8719 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2611 0.9043 0.8672 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2588 0.9043 0.8679 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2596 0.9023 0.8663 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2590 0.9023 0.8656 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2552 0.9043 0.8679 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2524 0.9082 0.8726 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2574 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 89 +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 +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 +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 10 and 90: 21.557018280029297. +Interpolating between 10 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 0.2486 0.9160 0.8822 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2434 0.9199 0.8883 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2419 0.9238 0.8943 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2443 0.9199 0.8895 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2495 0.9141 0.8811 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2529 0.9141 0.8811 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2543 0.9180 0.8865 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2598 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 90 +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 +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 +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 10 and 91: 21.473873138427734. +Interpolating between 10 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 0.2621 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2520 0.9082 0.8726 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2474 0.9043 0.8679 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2453 0.9102 0.8777 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2430 0.9102 0.8777 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2410 0.9082 0.8740 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2435 0.9102 0.8757 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2532 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 91 +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 +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 +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 10 and 92: 22.34571075439453. +Interpolating between 10 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 0.2531 0.9121 0.8760 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2361 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2335 0.9102 0.8763 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2386 0.9121 0.8806 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2421 0.9102 0.8783 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2421 0.9102 0.8783 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2449 0.9121 0.8794 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2538 0.9082 0.8726 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 92 +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 +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 +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 10 and 93: 21.387802124023438. +Interpolating between 10 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 0.2506 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2425 0.9062 0.8681 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2424 0.9043 0.8665 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2464 0.9023 0.8641 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2465 0.8984 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2439 0.9043 0.8679 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2443 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2528 0.9160 0.8822 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 93 +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 +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 +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 10 and 94: 23.396406173706055. +Interpolating between 10 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 0.2306 0.9102 0.8715 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2191 0.9141 0.8778 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2417 0.9121 0.8753 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2832 0.9043 0.8693 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2909 0.8887 0.8571 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2508 0.9004 0.8715 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2237 0.9082 0.8792 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2329 0.9062 0.8723 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 94 +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 +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 +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 10 and 95: 21.701004028320312. +Interpolating between 10 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 0.2515 0.9141 0.8804 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2470 0.9121 0.8774 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2465 0.9102 0.8757 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2501 0.9121 0.8794 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2511 0.9141 0.8824 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2506 0.9160 0.8847 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2506 0.9141 0.8811 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2569 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 95 +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 +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 +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 10 and 96: 21.460378646850586. +Interpolating between 10 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 0.2583 0.9160 0.8828 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2478 0.9121 0.8780 +[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 0.2403 0.9141 0.8817 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2394 0.9141 0.8824 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2383 0.9141 0.8817 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2405 0.9160 0.8835 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2514 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 96 +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 +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 +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 10 and 97: 21.47176742553711. +Interpolating between 10 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 0.2515 0.9062 0.8689 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2408 0.9062 0.8696 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2380 0.9082 0.8733 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2394 0.9121 0.8800 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2399 0.9102 0.8770 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2397 0.9102 0.8763 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2433 0.9121 0.8780 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2532 0.9160 0.8822 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 97 +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 +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 +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 10 and 98: 21.65534019470215. +Interpolating between 10 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 0.2476 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2407 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2406 0.9082 0.8733 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2440 0.9121 0.8794 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2463 0.9082 0.8733 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2462 0.9102 0.8757 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2468 0.9102 0.8757 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2545 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 98 +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 +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 +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 10 and 99: 22.839876174926758. +Interpolating between 10 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 0.2182 0.9121 0.8760 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2072 0.9141 0.8798 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2171 0.9121 0.8794 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2343 0.9121 0.8806 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2362 0.9082 0.8760 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2305 0.9082 0.8753 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2310 0.9043 0.8686 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2440 0.9102 0.8757 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2707 0.9160 0.8828 +Completed interpolation from 10 to 99 +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 +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 +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 11 and 12: 20.912870407104492. +Interpolating between 11 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 0.2491 0.8965 0.8564 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2310 0.9043 0.8658 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2328 0.9023 0.8619 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2429 0.9023 0.8611 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2433 0.9023 0.8603 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2345 0.8984 0.8547 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2330 0.9043 0.8643 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2465 0.9023 0.8611 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2755 0.9062 0.8681 +Completed interpolation from 11 to 12 +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 +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 +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 11 and 13: 21.99726104736328. +Interpolating between 11 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 0.2169 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2029 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2083 0.9082 0.8726 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2224 0.9102 0.8743 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2267 0.9121 0.8774 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2212 0.9102 0.8743 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2221 0.9082 0.8705 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2392 0.9004 0.8587 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2755 0.9062 0.8681 +Completed interpolation from 11 to 13 +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 +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 +Encountered Error: connectivity/bert_ft_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 11 and 14: 23.80323028564453. +Interpolating between 11 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 0.2528 0.8926 0.8518 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2379 0.8926 0.8549 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2497 0.8926 0.8593 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2875 0.8867 0.8557 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2952 0.8984 0.8673 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2556 0.9062 0.8723 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2226 0.9082 0.8733 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2286 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2755 0.9062 0.8681 +Completed interpolation from 11 to 14 +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 +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 +Encountered Error: connectivity/bert_ft_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 11 and 15: 24.142864227294922. +Interpolating between 11 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 0.2548 0.9141 0.8830 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2406 0.9062 0.8737 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2391 0.9023 0.8711 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2688 0.8887 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3135 0.8867 0.8543 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2828 0.9102 0.8789 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2302 0.9180 0.8859 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2257 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2755 0.9062 0.8681 +Completed interpolation from 11 to 15 +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 +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 +Encountered Error: connectivity/bert_ft_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 11 and 16: 23.074844360351562. +Interpolating between 11 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 0.2251 0.9141 0.8804 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2093 0.9102 0.8770 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2144 0.9141 0.8860 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2325 0.9180 0.8918 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2366 0.9258 0.9010 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2221 0.9199 0.8901 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2143 0.9121 0.8780 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2312 0.9102 0.8743 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2755 0.9062 0.8681 +Completed interpolation from 11 to 16 +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 +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 +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 11 and 17: 21.04894256591797. +Interpolating between 11 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 0.2490 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2355 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2351 0.9043 0.8650 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2423 0.9062 0.8681 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2416 0.9082 0.8712 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2314 0.9043 0.8658 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2274 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2410 0.9043 0.8650 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2755 0.9062 0.8681 +Completed interpolation from 11 to 17 +Wrote the values to ../logs/NLI/qqp_berts/qqp_interpol@34110steps/interpol_qqp_validation3.pkl!