Tue May 10 06:51:54 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 470.57.02 Driver Version: 470.57.02 CUDA Version: 11.4 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 Quadro RTX 8000 On | 00000000:D8:00.0 Off | 0 | | N/A 45C P8 28W / 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 .P06F49S3OCXRIL9CI3XW, 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 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 Creating .MQXELORZZ4NFZ2RQOPU4, 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 23 and 80: 23.563467025756836. Interpolating between 23 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 0.2384 0.9219 0.8907 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2246 0.9219 0.8925 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2249 0.9238 0.8960 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2352 0.9062 0.8756 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2409 0.9102 0.8808 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2257 0.9102 0.8783 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2136 0.9102 0.8763 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2266 0.9043 0.8672 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2711 0.8984 0.8587 Completed interpolation from 23 to 80 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 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 Creating .6B2HVFBUJKG2HZFUJJQZ, 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 23 and 81: 23.56186866760254. Interpolating between 23 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 0.2461 0.9062 0.8681 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2314 0.9043 0.8672 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2307 0.9023 0.8649 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2460 0.9062 0.8710 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2574 0.9043 0.8693 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2363 0.9082 0.8747 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2152 0.9004 0.8618 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2255 0.9043 0.8672 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2711 0.8984 0.8587 Completed interpolation from 23 to 81 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 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 Creating .7K4U4WO1FYUSV1DU49XJ, 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 23 and 82: 20.671091079711914. Interpolating between 23 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 0.2181 0.9043 0.8650 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2060 0.9062 0.8689 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2056 0.9062 0.8696 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2113 0.9102 0.8757 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2131 0.9102 0.8763 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2124 0.9082 0.8733 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2194 0.9062 0.8696 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2392 0.9023 0.8634 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2711 0.8984 0.8587 Completed interpolation from 23 to 82 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 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 Creating .OKYR12EBCJ2YTME588D3, 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 23 and 83: 23.445568084716797. Interpolating between 23 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 0.2382 0.9102 0.8763 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2268 0.9082 0.8747 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2283 0.9043 0.8707 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2391 0.9004 0.8675 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2388 0.9062 0.8743 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2220 0.9023 0.8684 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2102 0.9102 0.8763 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2250 0.9043 0.8672 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2711 0.8984 0.8587 Completed interpolation from 23 to 83 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 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 Creating .9SKW8P5IO8492U31MKO4, 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 23 and 84: 22.522144317626953. Interpolating between 23 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 0.2445 0.9180 0.8859 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2258 0.9102 0.8763 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2180 0.9160 0.8853 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2193 0.9180 0.8883 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2198 0.9180 0.8883 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2143 0.9141 0.8824 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2151 0.9082 0.8733 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2332 0.9043 0.8679 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2711 0.8984 0.8587 Completed interpolation from 23 to 84 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 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 Creating .Y9V039J7AIHP34Q2RZDU, 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 23 and 85: 23.634706497192383. Interpolating between 23 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 0.2562 0.9160 0.8828 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2450 0.9141 0.8811 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2458 0.9062 0.8723 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2548 0.9023 0.8677 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2603 0.9043 0.8707 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2398 0.9043 0.8672 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2176 0.9102 0.8757 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2272 0.9004 0.8610 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2711 0.8984 0.8587 Completed interpolation from 23 to 85 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 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 Creating .FSXB01W8OE54FJDUDHCU, 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 23 and 86: 22.72405242919922. Interpolating between 23 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 0.2510 0.9004 0.8595 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2313 0.9043 0.8650 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2293 0.9004 0.8603 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2419 0.9023 0.8634 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2441 0.9004 0.8603 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2236 0.9082 0.8712 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2111 0.9062 0.8681 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2265 0.9023 0.8641 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2711 0.8984 0.8587 Completed interpolation from 23 to 86 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 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 Creating .DJ8D0PIEP0W7MQ55FHQD, 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 23 and 87: 23.500659942626953. Interpolating between 23 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 0.2298 0.9141 0.8804 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2195 0.9180 0.8877 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2234 0.9199 0.8918 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2415 0.9141 0.8848 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2495 0.9121 0.8813 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2317 0.9082 0.8740 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2167 0.9102 0.8757 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2294 0.9043 0.8672 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2711 0.8984 0.8587 Completed interpolation from 23 to 87 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 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 Creating .883WPS0J9378QANX0V4P, 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 23 and 88: 23.557342529296875. Interpolating between 23 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 0.2307 0.9141 0.8798 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2233 0.9141 0.8811 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2294 0.9004 0.8633 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2492 0.9043 0.8707 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2610 0.9023 0.8684 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2387 0.9121 0.8794 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2138 0.9023 0.8641 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2246 0.9043 0.8672 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2711 0.8984 0.8587 Completed interpolation from 23 to 88 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 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 Creating .KURA3E1US7Q312EP5KY2, 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 23 and 89: 23.590194702148438. Interpolating between 23 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 0.2578 0.9023 0.8649 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2453 0.8984 0.8610 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2437 0.8984 0.8617 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2541 0.8926 0.8549 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2627 0.8926 0.8556 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2412 0.9023 0.8663 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2172 0.9062 0.8703 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2269 0.9043 0.8672 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2711 0.8984 0.8587 Completed interpolation from 23 to 89 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 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 Creating .UXDCL2ELZML6RC2A3W30, 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 23 and 90: 23.505334854125977. Interpolating between 23 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 0.2343 0.9160 0.8822 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2210 0.9219 0.8913 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2208 0.9238 0.8949 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2298 0.9160 0.8853 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2340 0.9141 0.8830 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2225 0.9043 0.8679 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2139 0.9043 0.8672 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2282 0.9023 0.8641 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2711 0.8984 0.8587 Completed interpolation from 23 to 90 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 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 Creating .6G0LHTWEB3L2ZQ1BOTR9, 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 23 and 91: 23.34832191467285. Interpolating between 23 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 0.2565 0.9062 0.8703 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2418 0.9062 0.8717 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2386 0.9004 0.8661 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2428 0.9004 0.8682 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2406 0.9043 0.8721 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2258 0.9062 0.8723 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2155 0.9082 0.8733 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2290 0.9082 0.8733 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2711 0.8984 0.8587 Completed interpolation from 23 to 91 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 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 Creating .7UX4UZ53N6DIPRG9YONV, 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 23 and 92: 21.26592445373535. Interpolating between 23 and 92 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2933 0.9043 0.8635 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2527 0.9102 0.8736 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2293 0.9141 0.8804 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2201 0.9141 0.8817 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2198 0.9082 0.8733 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2203 0.9082 0.8733 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2197 0.9062 0.8710 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2248 0.9004 0.8618 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2414 0.9043 0.8672 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2711 0.8984 0.8587 Completed interpolation from 23 to 92 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 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 Creating .73LX19F0NNECZG68RM4O, 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 23 and 93: 22.67624855041504. Interpolating between 23 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 0.2403 0.9121 0.8767 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2252 0.9043 0.8686 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2229 0.9062 0.8717 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2271 0.9043 0.8700 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2257 0.9043 0.8707 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2175 0.9102 0.8763 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2161 0.9062 0.8710 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2328 0.9082 0.8733 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2711 0.8984 0.8587 Completed interpolation from 23 to 93 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 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 Creating .JO574QV6C7V9409VCZ38, 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 23 and 94: 21.09984588623047. Interpolating between 23 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 0.2450 0.9102 0.8715 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2275 0.9121 0.8739 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2228 0.9102 0.8715 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2253 0.9102 0.8729 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2234 0.9121 0.8760 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2153 0.9082 0.8726 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2136 0.9023 0.8649 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2303 0.9043 0.8672 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2711 0.8984 0.8587 Completed interpolation from 23 to 94 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 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 Creating .8CRAR9B2DY97RGOZ92L1, 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 23 and 95: 23.60546875. Interpolating between 23 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 0.2376 0.9082 0.8726 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2266 0.9082 0.8760 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2284 0.9082 0.8779 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2395 0.9043 0.8734 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2415 0.9043 0.8734 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2259 0.9121 0.8819 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2141 0.9102 0.8770 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2273 0.9082 0.8733 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2711 0.8984 0.8587 Completed interpolation from 23 to 95 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 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 Creating .PU771LXHNYSYRD4MHF0W, 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 23 and 96: 23.293190002441406. Interpolating between 23 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 0.2461 0.9141 0.8804 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2303 0.9180 0.8871 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2288 0.9121 0.8825 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2337 0.9082 0.8786 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2331 0.9102 0.8808 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2215 0.9121 0.8819 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2159 0.9121 0.8794 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2306 0.9062 0.8703 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2711 0.8984 0.8587 Completed interpolation from 23 to 96 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 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 Creating .NBSOUJA6OT3XDPN3DA6U, 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 23 and 97: 22.490562438964844. Interpolating between 23 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 0.2413 0.9043 0.8658 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2239 0.9004 0.8618 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2192 0.9004 0.8625 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2211 0.9004 0.8625 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2184 0.9043 0.8679 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2119 0.9082 0.8733 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2131 0.9082 0.8733 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2317 0.9004 0.8618 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2711 0.8984 0.8587 Completed interpolation from 23 to 97 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 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 Creating .UUSIY53ZO1QBYDXFAYAH, 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 23 and 98: 23.44422149658203. Interpolating between 23 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 0.2372 0.9082 0.8726 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2276 0.9141 0.8817 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2345 0.9102 0.8770 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2519 0.9043 0.8714 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2539 0.9023 0.8684 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2312 0.9082 0.8760 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2132 0.9043 0.8679 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2250 0.9062 0.8703 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2711 0.8984 0.8587 Completed interpolation from 23 to 98 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 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 Creating .QSGE1KWE3WTTPP2CD0KB, 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 23 and 99: 20.940414428710938. Interpolating between 23 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 0.2226 0.9121 0.8747 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2081 0.9141 0.8785 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2087 0.9121 0.8767 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2167 0.9062 0.8696 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2193 0.9043 0.8665 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2149 0.9062 0.8696 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2171 0.9043 0.8672 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2355 0.8984 0.8587 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2711 0.8984 0.8587 Completed interpolation from 23 to 99 Creating .05O83HC4J6VZHURTGHTG, 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 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 Creating .46AYAZ5WFXMC908PXHM8, 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 24 and 25: 21.34834098815918. Interpolating between 24 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 0.2718 0.9043 0.8650 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2744 0.9043 0.8643 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2802 0.9023 0.8611 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2844 0.8984 0.8547 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2819 0.8984 0.8547 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2752 0.9004 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2710 0.8984 0.8547 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2718 0.8965 0.8524 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 25 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 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 Creating .67O6PKFSCIBG8NYSN72R, 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 24 and 26: 21.47700309753418. Interpolating between 24 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 0.2456 0.9082 0.8712 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2411 0.9004 0.8618 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2453 0.9004 0.8618 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2513 0.8984 0.8595 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2534 0.8965 0.8571 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2536 0.8984 0.8579 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2571 0.9004 0.8595 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2655 0.9023 0.8619 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 26 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 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 Creating .D9DA0SE3JQPSO0CTSTQI, 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 24 and 27: 21.455347061157227. Interpolating between 24 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 0.2290 0.9199 0.8871 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2288 0.9219 0.8901 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2338 0.9160 0.8822 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2409 0.9141 0.8798 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2477 0.9121 0.8774 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2529 0.9062 0.8681 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2584 0.9043 0.8650 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2668 0.9043 0.8650 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 27 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 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 Creating .7F2MT969D1I58C2VW7XR, 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 24 and 28: 21.61300277709961. Interpolating between 24 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 0.2637 0.9062 0.8681 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2594 0.9082 0.8712 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2622 0.9062 0.8703 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2676 0.9062 0.8696 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2718 0.9043 0.8658 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2713 0.9023 0.8619 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2702 0.9023 0.8619 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2724 0.9043 0.8643 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 28 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 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 Creating .20VIWOPZT8HCZ5J3U7SY, 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 24 and 29: 21.430503845214844. Interpolating between 24 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 0.2499 0.9102 0.8743 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2432 0.9121 0.8780 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2444 0.9082 0.8719 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2493 0.9043 0.8665 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2516 0.9043 0.8658 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2520 0.9043 0.8650 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2555 0.9023 0.8619 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2643 0.9023 0.8611 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 29 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 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 Creating .AQYIFQ59MZB9VPRDV8YC, 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 24 and 30: 21.523740768432617. Interpolating between 24 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 0.2607 0.9102 0.8743 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2582 0.9023 0.8641 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2632 0.9023 0.8641 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2694 0.9023 0.8656 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2727 0.9023 0.8649 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2733 0.9043 0.8658 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2732 0.9043 0.8650 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2747 0.9043 0.8650 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 30 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 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 Creating .30BVUWEQYDUTVBOETDKM, 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 24 and 31: 24.193220138549805. Interpolating between 24 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 0.2295 0.9102 0.8743 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2346 0.9082 0.8705 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3220 0.8887 0.8357 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4642 0.8906 0.8409 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4540 0.7891 0.7662 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3047 0.8711 0.8429 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2380 0.8984 0.8667 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2437 0.9043 0.8665 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 31 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 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 Creating .B86S60E0OC90C0V7P0FR, 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 24 and 32: 21.36850357055664. Interpolating between 24 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 0.2659 0.9043 0.8672 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2623 0.9023 0.8663 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2618 0.9043 0.8693 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2613 0.8984 0.8602 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2597 0.8965 0.8564 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2585 0.8965 0.8556 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2612 0.9004 0.8595 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2679 0.9062 0.8674 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 32 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 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 Creating .5YFDQYWH8YFC9PUI6I4C, 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 24 and 33: 24.095720291137695. Interpolating between 24 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 0.2201 0.9121 0.8760 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2193 0.9141 0.8811 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2760 0.9082 0.8779 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3343 0.8711 0.8366 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2957 0.8809 0.8479 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2450 0.8965 0.8616 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2354 0.9023 0.8656 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2509 0.9062 0.8689 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 33 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 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 Creating .XRM56LR33IUAQQU3QUCY, 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 24 and 34: 21.63543701171875. Interpolating between 24 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 0.2576 0.9062 0.8689 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2504 0.9082 0.8719 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2515 0.9062 0.8703 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2584 0.9062 0.8703 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2635 0.9023 0.8656 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2630 0.9043 0.8665 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2641 0.9043 0.8658 [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 0.2786 0.8984 0.8556 Completed interpolation from 24 to 34 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 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 Creating .EC2UMFIP3RGEACZOAG8M, 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 24 and 35: 21.666982650756836. Interpolating between 24 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 0.9043 0.8665 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2617 0.9023 0.8663 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2653 0.9004 0.8647 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2730 0.8965 0.8602 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2737 0.9043 0.8700 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2663 0.9062 0.8723 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2619 0.9004 0.8618 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2665 0.9082 0.8712 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 35 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 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 Creating .N59411DM0TWQJB3QV93T, 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 24 and 36: 21.47872543334961. Interpolating between 24 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 0.2845 0.9121 0.8774 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2811 0.9082 0.8726 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2847 0.9043 0.8672 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2910 0.9023 0.8641 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2949 0.8984 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2939 0.8965 0.8548 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2886 0.8984 0.8564 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2822 0.9004 0.8587 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 36 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 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 Creating .LBHZ3H8NWRJAG9R8KDQG, 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 24 and 37: 21.991966247558594. Interpolating between 24 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 0.2571 0.9082 0.8712 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2559 0.9062 0.8689 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2595 0.9004 0.8625 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2656 0.8945 0.8548 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2673 0.9023 0.8649 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2667 0.9004 0.8610 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2663 0.9023 0.8626 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2707 0.9043 0.8650 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 37 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 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 Creating .3XVB1QHWFMDU3G03NTG0, 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 24 and 38: 21.49456024169922. Interpolating between 24 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 0.2625 0.9082 0.8719 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2637 0.9043 0.8672 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2668 0.9043 0.8679 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2701 0.9023 0.8649 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2704 0.8984 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2693 0.9023 0.8619 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2687 0.9004 0.8595 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2711 0.9023 0.8619 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 38 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 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 Creating .2XTDJNSOD4DI2M6IYKNQ, 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 24 and 39: 21.565603256225586. Interpolating between 24 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 0.2573 0.9141 0.8804 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2587 0.9160 0.8841 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2634 0.9121 0.8787 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2671 0.9102 0.8757 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2685 0.9043 0.8672 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2672 0.9043 0.8672 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2673 0.9062 0.8681 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2715 0.9062 0.8681 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 39 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 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 Creating .R7QWN02FDR7AXHPELD9K, 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 24 and 40: 22.428926467895508. Interpolating between 24 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 0.2534 0.9141 0.8804 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2466 0.9082 0.8733 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2529 0.9062 0.8717 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2630 0.9004 0.8640 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2660 0.9004 0.8633 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2639 0.8965 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2628 0.8965 0.8548 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2681 0.9023 0.8619 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 40 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 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 Creating .YONHUR88JQDYT8XR7WKO, 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 24 and 41: 21.54734230041504. Interpolating between 24 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 0.2541 0.9043 0.8665 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2456 0.9004 0.8625 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2441 0.9004 0.8625 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2460 0.9004 0.8625 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2467 0.8984 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2482 0.8965 0.8548 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2522 0.9023 0.8619 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2621 0.9062 0.8674 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 41 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 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 Creating .KJRZNMPNR2JRV55X9ECB, 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 24 and 42: 21.339336395263672. Interpolating between 24 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 0.2814 0.9043 0.8650 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2751 0.9023 0.8619 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2739 0.9023 0.8626 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2733 0.9023 0.8634 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2726 0.9004 0.8595 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2712 0.9023 0.8626 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2706 0.9004 0.8595 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2727 0.9023 0.8619 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 42 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 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 Creating .STI1XUPI0L8GX5H7B9JX, 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 24 and 43: 21.220239639282227. Interpolating between 24 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 0.2636 0.9121 0.8767 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2576 0.9160 0.8828 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2571 0.9082 0.8726 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2597 0.9062 0.8703 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2613 0.9004 0.8618 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2626 0.9004 0.8603 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2659 0.9023 0.8619 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2707 0.9023 0.8619 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 43 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 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 Creating .AXIRDHA5WC3NPNJB75GD, 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 24 and 44: 21.3909969329834. Interpolating between 24 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 0.2659 0.9082 0.8712 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2590 0.9102 0.8743 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2601 0.9082 0.8726 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2630 0.9043 0.8679 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2635 0.9043 0.8679 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2632 0.9023 0.8634 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2645 0.9043 0.8650 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2694 0.9062 0.8681 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 44 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 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 Creating .GQRBBAMJQR8C12VNL55S, 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 24 and 45: 21.470064163208008. Interpolating between 24 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 0.2308 0.9219 0.8913 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2290 0.9160 0.8841 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2336 0.9121 0.8787 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2427 0.9062 0.8710 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2497 0.9082 0.8733 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2532 0.9043 0.8672 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2566 0.9043 0.8658 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2651 0.9043 0.8650 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 45 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 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 Creating .J4YF2BENBFGHCNEJ4W9U, 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 24 and 46: 21.207792282104492. Interpolating between 24 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 0.2589 0.9141 0.8785 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2597 0.9141 0.8791 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2653 0.9121 0.8753 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2756 0.9082 0.8691 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2856 0.9082 0.8691 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2882 0.9062 0.8667 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2849 0.9062 0.8659 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2800 0.9043 0.8650 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 46 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 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 Creating .LBRCV0M0X2DG7L4HM8T3, 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 24 and 47: 22.87141990661621. Interpolating between 24 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 0.2473 0.9082 0.8726 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2435 0.9023 0.8641 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2529 0.9043 0.8679 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2639 0.8984 0.8602 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2622 0.8965 0.8579 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2549 0.8984 0.8595 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2524 0.9023 0.8634 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2603 0.9043 0.8650 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 47 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 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 Creating .3PWLSFUD2W71DIXTRSDG, 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 24 and 48: 21.191375732421875. Interpolating between 24 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 0.2455 0.9160 0.8809 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2347 0.9121 0.8760 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2314 0.9141 0.8791 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2328 0.9062 0.8689 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2368 0.9023 0.8634 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2419 0.9023 0.8626 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2500 0.9023 0.8626 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2620 0.9043 0.8650 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 48 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 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 Creating .XO536B3VJPFTU5JK1S9K, 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 24 and 49: 21.072404861450195. Interpolating between 24 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 0.2786 0.9121 0.8753 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2691 0.9043 0.8643 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2661 0.9023 0.8634 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2669 0.9043 0.8650 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2680 0.9062 0.8674 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2705 0.9062 0.8674 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2717 0.9043 0.8643 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2733 0.9004 0.8587 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 49 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 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 Creating .74X1ZXLN6Q4IZ2993LXA, 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 24 and 50: 21.46922492980957. Interpolating between 24 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 0.2703 0.9082 0.8726 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2667 0.9102 0.8763 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2655 0.9062 0.8710 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2657 0.9062 0.8710 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2668 0.9004 0.8633 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2657 0.9023 0.8649 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2661 0.9043 0.8650 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2702 0.9043 0.8650 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 50 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 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 Creating .18UEFBDEEU5WMR7SLOO8, 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 24 and 51: 21.295108795166016. Interpolating between 24 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 0.2656 0.9023 0.8634 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2604 0.8965 0.8548 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2617 0.9023 0.8649 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2659 0.9004 0.8618 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2667 0.9004 0.8618 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2671 0.9004 0.8618 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2680 0.8945 0.8508 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2723 0.8984 0.8556 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 51 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 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 Creating .5GGKZY5QQOA9J28W6JH7, 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 24 and 52: 21.38074493408203. Interpolating between 24 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 0.2702 0.9141 0.8785 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2641 0.9121 0.8767 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2640 0.9062 0.8681 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2693 0.9062 0.8681 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2734 0.8984 0.8556 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2746 0.8965 0.8532 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2741 0.9004 0.8579 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2748 0.9004 0.8587 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 52 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 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 Creating .JVBHXNLPQ1JNJXASJ1RX, 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 24 and 53: 24.14881706237793. Interpolating between 24 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 0.2261 0.9102 0.8743 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2318 0.8984 0.8547 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3157 0.8730 0.7988 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4253 0.7598 0.5100 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3485 0.9004 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2423 0.9043 0.8707 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2191 0.9043 0.8672 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2381 0.9043 0.8658 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 53 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 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 Creating .5N5DE6E8BL01EO2X0L42, 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 24 and 54: 21.576189041137695. Interpolating between 24 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 0.2666 0.9199 0.8883 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2582 0.9160 0.8828 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2579 0.9043 0.8672 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2606 0.8965 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2629 0.8984 0.8579 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2630 0.9023 0.8626 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2640 0.9023 0.8619 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2688 0.9023 0.8619 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 54 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 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 Creating .0GA1NNYNTSG5WP5T9GIJ, 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 24 and 55: 21.300884246826172. Interpolating between 24 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 0.2495 0.9121 0.8760 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2421 0.9141 0.8791 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2427 0.9062 0.8689 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2486 0.9062 0.8703 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2543 0.9062 0.8703 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2580 0.9023 0.8641 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2624 0.9023 0.8626 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2690 0.9062 0.8681 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 55 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 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 Creating .Y6BQ5KGY6OB119M0FBG0, 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 24 and 56: 21.80950927734375. Interpolating between 24 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 0.2577 0.9102 0.8715 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2541 0.9062 0.8674 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2593 0.8984 0.8579 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2674 0.8945 0.8533 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2700 0.8965 0.8556 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2689 0.8984 0.8579 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2693 0.9023 0.8626 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2727 0.9062 0.8681 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 56 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 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 Creating .B0H04UAK0O5G50ZTRZ8Q, 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 24 and 57: 21.8220157623291. Interpolating between 24 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 0.2525 0.9023 0.8619 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2462 0.9102 0.8743 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2486 0.9082 0.8712 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2532 0.9043 0.8665 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2554 0.9043 0.8665 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2560 0.9004 0.8603 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2588 0.9023 0.8626 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2662 0.9043 0.8643 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 57 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 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 Creating .5H4X0D5E3K13X2008H2T, 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 24 and 58: 21.65025520324707. Interpolating between 24 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 0.2733 0.8984 0.8587 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2642 0.9023 0.8649 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2613 0.8984 0.8602 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2610 0.8984 0.8602 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2593 0.9023 0.8641 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2563 0.9043 0.8658 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2566 0.9082 0.8705 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2640 0.9043 0.8650 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 58 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 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 Creating .KX1L1KLRBP7EGQVMAWNK, 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 24 and 59: 21.544076919555664. Interpolating between 24 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 0.2684 0.9043 0.8643 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2627 0.9043 0.8643 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2637 0.9023 0.8626 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2665 0.9004 0.8618 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2669 0.9004 0.8610 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2650 0.9023 0.8634 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2653 0.9023 0.8619 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2699 0.9023 0.8619 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 59 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 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 Creating .IPEDFNJI87GKGLNW8TBJ, 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 24 and 60: 21.972803115844727. Interpolating between 24 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 0.2471 0.9121 0.8747 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2406 0.9062 0.8696 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2457 0.8984 0.8602 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2515 0.9023 0.8656 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2490 0.9082 0.8733 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2453 0.9023 0.8649 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2476 0.8965 0.8548 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2600 0.9023 0.8619 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 60 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 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 Creating .YY573ZBINP3R2FPV3N83, 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 24 and 61: 24.25400733947754. Interpolating between 24 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 0.2350 0.9062 0.8674 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2454 0.9023 0.8588 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3453 0.8730 0.8048 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4797 0.7656 0.5238 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4236 0.8262 0.7792 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2751 0.8965 0.8665 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2253 0.9043 0.8707 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2396 0.9023 0.8641 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 61 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 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 Creating .69EZX8S1VBGCWYAAXVEN, 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 24 and 62: 21.099319458007812. Interpolating between 24 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 0.2419 0.9180 0.8840 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2396 0.9160 0.8815 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2409 0.9160 0.8822 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2444 0.9102 0.8729 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2478 0.9082 0.8691 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2522 0.9082 0.8698 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2579 0.9062 0.8667 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2663 0.8984 0.8556 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 62 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 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 Creating .89OU73VWGMGNY65XQFOT, 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 24 and 63: 24.110395431518555. Interpolating between 24 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 0.2210 0.9160 0.8822 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2258 0.9102 0.8770 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3109 0.9082 0.8773 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3940 0.8848 0.8536 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3170 0.8867 0.8535 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2395 0.9082 0.8773 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2273 0.9023 0.8641 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2442 0.9082 0.8712 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 63 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 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 Creating .KK42JT4EZMY0B23UX9YD, 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 24 and 64: 22.068340301513672. Interpolating between 24 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 0.2559 0.9043 0.8658 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2516 0.9062 0.8696 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2594 0.9043 0.8686 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2678 0.8984 0.8610 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2661 0.8945 0.8556 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2596 0.9004 0.8625 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2594 0.9023 0.8634 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2662 0.9043 0.8658 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 64 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 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 Creating .CI8YKBSROEBJ87JVJG7A, 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 24 and 65: 21.755802154541016. Interpolating between 24 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 0.2671 0.9102 0.8729 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2582 0.9043 0.8665 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2589 0.8984 0.8595 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2618 0.9004 0.8618 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2627 0.9023 0.8649 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2622 0.8984 0.8579 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2645 0.9004 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2701 0.9043 0.8650 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 65 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 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 Creating .BSQ2C890T1UMD395WZML, 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 24 and 66: 21.55184555053711. Interpolating between 24 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 0.2758 0.9023 0.8634 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2703 0.9043 0.8672 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2712 0.9082 0.8733 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2743 0.9004 0.8640 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2754 0.8984 0.8602 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2733 0.9043 0.8665 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2724 0.9023 0.8626 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2752 0.9062 0.8681 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 66 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 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 Creating .SX0GIAMCMA8PX26XRO7K, 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 24 and 67: 21.437633514404297. Interpolating between 24 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 0.2632 0.9121 0.8767 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2520 0.9082 0.8719 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2478 0.9102 0.8750 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2473 0.9062 0.8696 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2483 0.8984 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2516 0.8984 0.8587 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2575 0.9043 0.8658 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2660 0.9043 0.8650 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 67 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 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 Creating .LJG6QEO7D8OX760O4FJK, 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 24 and 68: 24.270084381103516. Interpolating between 24 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 0.2236 0.9004 0.8603 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2318 0.9082 0.8698 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3202 0.8945 0.8421 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4716 0.8008 0.6277 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4366 0.8750 0.8232 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2708 0.9043 0.8707 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2182 0.9023 0.8656 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2345 0.9082 0.8712 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 68 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 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 Creating .6R2NKHIDF1E7O9WRPP4X, 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 24 and 69: 24.206483840942383. Interpolating between 24 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 0.2183 0.9141 0.8778 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2281 0.9121 0.8747 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3071 0.8945 0.8430 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4150 0.8945 0.8466 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3752 0.8652 0.8337 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2641 0.9023 0.8750 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2235 0.9082 0.8773 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2405 0.9043 0.8665 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 69 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 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 Creating .01H93YVBM5QIV8T44KQG, 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 24 and 70: 23.64312744140625. Interpolating between 24 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 0.2295 0.9082 0.8712 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2195 0.9062 0.8703 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2461 0.9023 0.8663 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2637 0.8906 0.8534 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2513 0.8906 0.8526 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2402 0.9023 0.8656 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2415 0.8984 0.8579 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2560 0.9023 0.8626 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 70 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 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 Creating .YHE21SPUT6HVI5E0GV82, 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 24 and 71: 21.158666610717773. Interpolating between 24 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 0.2507 0.9121 0.8760 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2479 0.9141 0.8791 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2492 0.9160 0.8828 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2522 0.9141 0.8804 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2543 0.9043 0.8665 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2562 0.9004 0.8603 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2602 0.8984 0.8564 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2672 0.9023 0.8619 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 71 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 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 Creating .5CU8H0BUPKM0BLU0XII0, 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 24 and 72: 21.683225631713867. Interpolating between 24 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 0.2612 0.9141 0.8804 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2500 0.9102 0.8757 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2490 0.9062 0.8710 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2510 0.9043 0.8686 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2506 0.8984 0.8602 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2508 0.9062 0.8689 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2546 0.9043 0.8650 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2643 0.9043 0.8650 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 72 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 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 Creating .VMA8WPGD2OKCWJHPO13H, 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 24 and 73: 21.37386703491211. Interpolating between 24 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 0.2527 0.9082 0.8705 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2475 0.9082 0.8733 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2493 0.9023 0.8663 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2545 0.9023 0.8670 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2566 0.9023 0.8670 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2559 0.9023 0.8649 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2579 0.9004 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2661 0.9062 0.8681 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 73 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 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 Creating .YYGWS89U6IKFS757NYE6, 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 24 and 74: 21.25680160522461. Interpolating between 24 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 0.2597 0.9102 0.8729 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2614 0.9102 0.8736 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2681 0.9141 0.8791 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2785 0.9160 0.8828 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2848 0.9102 0.8743 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2880 0.9082 0.8712 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2863 0.9062 0.8681 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2817 0.9062 0.8681 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 74 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 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 Creating .KLYWYP2B7BZFAJQAFJ87, 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 24 and 75: 21.245243072509766. Interpolating between 24 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 0.2864 0.9062 0.8667 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2797 0.9043 0.8650 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2780 0.9082 0.8712 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2796 0.9062 0.8689 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2789 0.9062 0.8689 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2772 0.9062 0.8681 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2752 0.9082 0.8705 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2754 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 75 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 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 Creating .P6O8V8M9853BEM2OK32A, 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 24 and 76: 22.316974639892578. Interpolating between 24 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 0.2373 0.9121 0.8760 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2338 0.9082 0.8705 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2370 0.9062 0.8674 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2406 0.9023 0.8611 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2414 0.9043 0.8635 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2420 0.9043 0.8643 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2475 0.9023 0.8619 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2593 0.9023 0.8619 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 76 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 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 Creating .WA95LUAJKFQ8870ADNDG, 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 24 and 77: 21.827306747436523. Interpolating between 24 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 0.2709 0.9043 0.8679 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2724 0.8984 0.8602 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2753 0.8965 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2780 0.8945 0.8541 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2762 0.9004 0.8618 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2728 0.8984 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2715 0.8984 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2731 0.9023 0.8619 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 77 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 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 Creating .WDFJ92VNL9EVV5JFTZTE, 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 24 and 78: 24.098791122436523. Interpolating between 24 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 0.2298 0.9043 0.8679 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2251 0.9062 0.8717 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2727 0.9023 0.8691 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3256 0.8867 0.8543 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2973 0.8789 0.8458 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2458 0.9062 0.8756 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2300 0.9082 0.8740 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2457 0.9043 0.8658 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 78 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 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 Creating .6Z5TBLB189D3SQD461VV, 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 24 and 79: 21.09207534790039. Interpolating between 24 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 0.2455 0.9160 0.8822 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2434 0.9160 0.8822 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2451 0.9121 0.8767 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2504 0.9062 0.8681 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2564 0.9102 0.8729 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2610 0.9062 0.8674 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2648 0.9062 0.8674 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2700 0.9062 0.8667 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 79 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 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 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 24 and 80: 21.453882217407227. Interpolating between 24 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 0.2480 0.9180 0.8840 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2426 0.9180 0.8840 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2443 0.9102 0.8729 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2514 0.9062 0.8674 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2569 0.9062 0.8667 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2590 0.9062 0.8659 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2618 0.9082 0.8691 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2680 0.9062 0.8667 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 80 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 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 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 24 and 81: 21.109058380126953. Interpolating between 24 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 0.9102 0.8736 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2516 0.9121 0.8760 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2501 0.9062 0.8689 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2528 0.9121 0.8774 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2575 0.9082 0.8726 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2613 0.9082 0.8712 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2656 0.9062 0.8681 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2711 0.9062 0.8681 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 81 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 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 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 24 and 82: 23.76096534729004. Interpolating between 24 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 0.2069 0.9102 0.8757 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2041 0.9102 0.8783 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2326 0.9023 0.8691 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2604 0.8887 0.8535 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2562 0.8887 0.8519 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2427 0.8984 0.8624 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2435 0.9062 0.8689 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2578 0.9062 0.8689 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 82 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 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 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 24 and 83: 21.409847259521484. Interpolating between 24 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 0.2493 0.9121 0.8760 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2430 0.9082 0.8719 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2418 0.9043 0.8672 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2426 0.9082 0.8719 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2429 0.9082 0.8712 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2442 0.9043 0.8650 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2496 0.9023 0.8619 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2610 0.9043 0.8650 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 83 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 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 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 24 and 84: 22.250831604003906. Interpolating between 24 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 0.2528 0.9199 0.8889 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2475 0.9102 0.8770 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2566 0.9023 0.8684 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2667 0.9004 0.8654 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2662 0.9023 0.8677 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2608 0.9023 0.8656 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2589 0.9004 0.8610 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2648 0.9062 0.8681 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 84 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 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 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 24 and 85: 21.270681381225586. Interpolating between 24 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 0.2664 0.9121 0.8767 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2631 0.9102 0.8750 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2642 0.9102 0.8750 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2670 0.9062 0.8703 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2662 0.9062 0.8696 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2638 0.9043 0.8658 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2639 0.9023 0.8626 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2682 0.9023 0.8619 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 85 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 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 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 24 and 86: 22.04769515991211. Interpolating between 24 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 0.2587 0.9043 0.8650 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2467 0.9043 0.8658 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2463 0.9004 0.8618 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2508 0.9023 0.8649 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2520 0.9043 0.8679 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2528 0.9023 0.8649 [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 0.2639 0.9023 0.8626 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 86 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 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 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 24 and 87: 21.435758590698242. Interpolating between 24 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 0.2490 0.9082 0.8712 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2526 0.9023 0.8634 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2594 0.9043 0.8665 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2677 0.9023 0.8641 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2735 0.9004 0.8618 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2742 0.9062 0.8681 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2738 0.9043 0.8650 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2747 0.9043 0.8650 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 87 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 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 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 24 and 88: 21.162723541259766. Interpolating between 24 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 0.2416 0.9121 0.8760 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2393 0.9160 0.8809 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2408 0.9102 0.8729 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2442 0.9102 0.8729 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2481 0.9102 0.8729 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2528 0.9062 0.8674 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2584 0.9082 0.8698 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2664 0.9043 0.8643 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 88 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 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 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 24 and 89: 21.166500091552734. Interpolating between 24 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 0.2687 0.9102 0.8750 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2640 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 0.2664 0.9043 0.8679 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2678 0.9043 0.8665 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2675 0.9082 0.8712 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2680 0.9082 0.8698 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2714 0.9043 0.8650 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 89 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 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 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 24 and 90: 21.442350387573242. Interpolating between 24 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 0.2460 0.9141 0.8791 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2443 0.9121 0.8780 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2491 0.9121 0.8787 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2562 0.9121 0.8780 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2612 0.9062 0.8703 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2632 0.9062 0.8696 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2654 0.9023 0.8626 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2707 0.9043 0.8650 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 90 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 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 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 24 and 91: 21.455299377441406. Interpolating between 24 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 0.2617 0.9102 0.8743 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2523 0.9043 0.8672 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2486 0.9082 0.8733 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2487 0.9043 0.8679 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2490 0.9043 0.8679 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2496 0.9023 0.8649 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2534 0.9043 0.8658 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2630 0.9062 0.8681 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 91 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 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 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 24 and 92: 23.35053825378418. Interpolating between 24 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 0.2426 0.9082 0.8712 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2320 0.9062 0.8696 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2547 0.9023 0.8670 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2775 0.8945 0.8586 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2698 0.9023 0.8684 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2552 0.9023 0.8656 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2531 0.8965 0.8556 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2625 0.9004 0.8603 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 92 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 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 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 24 and 93: 22.005693435668945. Interpolating between 24 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 0.2508 0.9023 0.8603 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2469 0.8945 0.8500 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2516 0.8984 0.8547 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2563 0.8965 0.8524 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2528 0.8926 0.8476 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2470 0.9004 0.8579 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2483 0.9023 0.8619 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2591 0.9043 0.8643 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 93 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 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 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 24 and 94: 24.123083114624023. Interpolating between 24 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 0.2267 0.9043 0.8612 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2318 0.9062 0.8629 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3066 0.8945 0.8402 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4113 0.8750 0.8012 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3633 0.8750 0.8325 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2578 0.8906 0.8557 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2301 0.9023 0.8649 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2432 0.9023 0.8634 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 94 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 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 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 24 and 95: 21.645837783813477. Interpolating between 24 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 0.2496 0.9102 0.8750 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2473 0.9102 0.8763 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2524 0.9043 0.8700 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2594 0.8984 0.8632 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2634 0.9023 0.8684 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2608 0.9023 0.8663 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2604 0.9023 0.8641 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2663 0.9043 0.8658 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 95 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 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 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 24 and 96: 21.618473052978516. Interpolating between 24 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 0.2622 0.9102 0.8743 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2582 0.9082 0.8719 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2620 0.9062 0.8696 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2674 0.8965 0.8556 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2684 0.9004 0.8603 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2664 0.9023 0.8626 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2660 0.9023 0.8619 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2705 0.9004 0.8587 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 96 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 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 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 24 and 97: 22.234825134277344. Interpolating between 24 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 0.2474 0.9043 0.8665 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2410 0.9043 0.8665 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2482 0.8984 0.8595 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2572 0.8984 0.8595 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2583 0.8965 0.8571 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2551 0.8965 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2559 0.9004 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2636 0.9062 0.8681 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 97 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 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 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 24 and 98: 21.465641021728516. Interpolating between 24 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 0.2432 0.9082 0.8705 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2364 0.9082 0.8733 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2392 0.9043 0.8693 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2433 0.9082 0.8753 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2448 0.9023 0.8663 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2481 0.9082 0.8733 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2537 0.9023 0.8634 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2637 0.9043 0.8650 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 98 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 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 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 24 and 99: 23.73772621154785. Interpolating between 24 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 0.2113 0.9102 0.8722 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2117 0.9180 0.8859 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2575 0.9160 0.8859 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2976 0.8926 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2727 0.8965 0.8616 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2425 0.9004 0.8647 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2376 0.9004 0.8610 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2528 0.9062 0.8689 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2786 0.8984 0.8556 Completed interpolation from 24 to 99 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 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 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 25 and 26: 21.431682586669922. Interpolating between 25 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 0.2445 0.9180 0.8840 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2396 0.9121 0.8767 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2461 0.9082 0.8712 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2573 0.9023 0.8634 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2659 0.9062 0.8689 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2669 0.9004 0.8603 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2661 0.9043 0.8658 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2686 0.9062 0.8674 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 26 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 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 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 25 and 27: 21.716402053833008. Interpolating between 25 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 0.2309 0.9199 0.8864 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2350 0.9141 0.8785 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2478 0.9082 0.8698 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2604 0.9043 0.8635 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2628 0.9023 0.8611 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2596 0.8984 0.8564 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2583 0.9062 0.8674 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2643 0.9062 0.8681 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 27 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 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 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 25 and 28: 21.23153305053711. Interpolating between 25 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 0.2616 0.9062 0.8681 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2561 0.9082 0.8705 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2552 0.9062 0.8689 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2561 0.9062 0.8689 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2562 0.9082 0.8712 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2577 0.9102 0.8743 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2614 0.9023 0.8626 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2669 0.9082 0.8698 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 28 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 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 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 25 and 29: 21.218093872070312. Interpolating between 25 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 0.2578 0.9082 0.8719 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2553 0.9102 0.8750 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2573 0.9141 0.8804 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2608 0.9160 0.8828 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2639 0.9121 0.8767 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2657 0.9102 0.8743 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2673 0.9082 0.8712 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2698 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 29 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 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 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 25 and 30: 21.749597549438477. Interpolating between 25 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 0.2664 0.9082 0.8705 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2684 0.9102 0.8736 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2801 0.9043 0.8650 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2963 0.9043 0.8643 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2995 0.9023 0.8611 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2936 0.9043 0.8650 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2840 0.9102 0.8729 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2769 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 30 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 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 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 25 and 31: 24.13201904296875. Interpolating between 25 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 0.2341 0.9082 0.8719 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2335 0.8965 0.8540 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2843 0.8984 0.8595 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3790 0.8750 0.8408 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4279 0.7715 0.7526 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3514 0.8320 0.8045 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2664 0.8887 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2506 0.9023 0.8670 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 31 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 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 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 25 and 32: 21.237525939941406. Interpolating between 25 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 0.2709 0.9062 0.8703 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2734 0.9023 0.8641 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2817 0.9004 0.8618 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2925 0.8984 0.8587 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2975 0.8984 0.8579 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2915 0.9043 0.8658 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2810 0.9004 0.8595 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2753 0.9062 0.8681 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 32 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 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 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 25 and 33: 23.97109603881836. Interpolating between 25 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 0.2232 0.9141 0.8791 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2212 0.9102 0.8763 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2662 0.9043 0.8759 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3163 0.8613 0.8314 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3035 0.8672 0.8373 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2583 0.8867 0.8557 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2416 0.9023 0.8677 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2511 0.9023 0.8656 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 33 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 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 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 25 and 34: 21.356136322021484. Interpolating between 25 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 0.2662 0.9062 0.8681 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2672 0.9082 0.8712 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2770 0.9082 0.8712 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2938 0.9102 0.8743 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3055 0.9062 0.8689 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3001 0.9082 0.8712 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2874 0.9062 0.8689 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2787 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 34 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 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 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 25 and 35: 21.342985153198242. Interpolating between 25 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 0.2729 0.9062 0.8689 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2738 0.9043 0.8658 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2840 0.9023 0.8641 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3082 0.8984 0.8595 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3255 0.9023 0.8649 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3120 0.9023 0.8641 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2929 0.9023 0.8641 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2800 0.9023 0.8634 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 35 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 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 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 25 and 36: 21.458818435668945. Interpolating between 25 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 0.2815 0.9121 0.8767 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2775 0.9102 0.8743 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2854 0.9082 0.8719 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3047 0.9062 0.8681 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3233 0.9082 0.8705 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3199 0.9062 0.8681 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.3013 0.9062 0.8681 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2851 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 36 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 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 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 25 and 37: 21.719432830810547. Interpolating between 25 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 0.2635 0.9082 0.8712 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2670 0.9062 0.8681 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2752 0.9023 0.8626 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2873 0.9023 0.8626 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2909 0.9043 0.8658 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2878 0.9004 0.8603 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2804 0.9004 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2760 0.9043 0.8650 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 37 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 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 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 25 and 38: 21.346406936645508. Interpolating between 25 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 0.2628 0.9062 0.8681 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2646 0.9102 0.8743 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2742 0.9102 0.8743 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2913 0.9082 0.8705 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3044 0.9082 0.8705 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2968 0.9062 0.8674 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2833 0.9062 0.8674 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2760 0.9062 0.8674 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 38 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 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 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 25 and 39: 21.130939483642578. Interpolating between 25 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 0.2549 0.9199 0.8889 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2509 0.9180 0.8859 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2495 0.9121 0.8787 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2506 0.9121 0.8787 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2531 0.9102 0.8757 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2570 0.9062 0.8696 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2607 0.9062 0.8689 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2662 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 39 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 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 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 25 and 40: 22.255977630615234. Interpolating between 25 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 0.2578 0.9141 0.8804 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2536 0.9160 0.8835 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2621 0.9062 0.8717 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2737 0.9043 0.8693 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2819 0.9043 0.8693 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2813 0.9043 0.8686 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2764 0.9082 0.8733 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2739 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 40 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 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 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 25 and 41: 21.27859115600586. Interpolating between 25 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 0.2588 0.9023 0.8641 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2528 0.9023 0.8649 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2514 0.9062 0.8710 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2530 0.9023 0.8663 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2561 0.9004 0.8633 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2591 0.8984 0.8595 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2634 0.9062 0.8696 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2683 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 41 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 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 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 25 and 42: 21.531957626342773. Interpolating between 25 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 0.2850 0.9043 0.8650 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2856 0.9062 0.8674 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2927 0.9043 0.8650 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3025 0.9004 0.8595 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3057 0.9023 0.8626 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2962 0.9023 0.8619 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2840 0.9023 0.8619 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2773 0.9043 0.8650 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 42 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 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 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 25 and 43: 21.238327026367188. Interpolating between 25 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 0.2688 0.9121 0.8760 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2681 0.9102 0.8729 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2748 0.9043 0.8650 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2863 0.9023 0.8619 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3008 0.9023 0.8619 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2990 0.9023 0.8626 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2845 0.9004 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2764 0.9062 0.8681 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 43 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 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 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 25 and 44: 21.54210662841797. Interpolating between 25 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 0.2715 0.9062 0.8667 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2694 0.9082 0.8705 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2768 0.9062 0.8681 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2883 0.8984 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2925 0.9004 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2860 0.8945 0.8508 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2772 0.9004 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2731 0.9062 0.8681 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 44 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 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 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 25 and 45: 21.304039001464844. Interpolating between 25 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 0.2368 0.9219 0.8913 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2398 0.9180 0.8871 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2518 0.9180 0.8871 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2721 0.9160 0.8841 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2825 0.9121 0.8780 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2783 0.9062 0.8710 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2719 0.9121 0.8780 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2720 0.9082 0.8712 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 45 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 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 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 25 and 46: 21.467449188232422. Interpolating between 25 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 0.2594 0.9141 0.8778 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2608 0.9141 0.8771 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2718 0.9121 0.8739 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2930 0.9121 0.8732 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3150 0.9062 0.8644 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3081 0.9023 0.8596 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2911 0.9082 0.8691 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2789 0.9102 0.8729 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 46 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 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 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 25 and 47: 22.67731285095215. Interpolating between 25 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 0.2471 0.9102 0.8750 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2392 0.9082 0.8726 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2407 0.9062 0.8703 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2459 0.9043 0.8686 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2483 0.9004 0.8633 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2478 0.8984 0.8610 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2506 0.9043 0.8672 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2608 0.9023 0.8626 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 47 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 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 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 25 and 48: 21.486764907836914. Interpolating between 25 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 0.2485 0.9102 0.8722 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2410 0.9062 0.8674 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2425 0.9023 0.8626 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2482 0.9062 0.8681 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2519 0.9043 0.8658 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2522 0.9023 0.8634 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2552 0.9062 0.8689 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2621 0.9082 0.8712 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 48 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 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 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 25 and 49: 21.32180404663086. Interpolating between 25 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 0.2878 0.9023 0.8596 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2888 0.9023 0.8596 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2976 0.8984 0.8547 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3112 0.9004 0.8571 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3189 0.9004 0.8563 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3081 0.9023 0.8611 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2880 0.9023 0.8611 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2765 0.9082 0.8698 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 49 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 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 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 25 and 50: 21.301610946655273. Interpolating between 25 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 0.2767 0.9102 0.8743 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2818 0.9102 0.8750 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2932 0.9102 0.8743 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3119 0.9102 0.8729 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3251 0.9102 0.8722 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3132 0.9082 0.8698 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2922 0.9102 0.8729 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2794 0.9102 0.8729 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 50 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 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 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 25 and 51: 21.537654876708984. Interpolating between 25 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 0.2692 0.9082 0.8705 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2672 0.9004 0.8587 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2734 0.9023 0.8603 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2841 0.9023 0.8611 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2863 0.8965 0.8524 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2811 0.9004 0.8595 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2749 0.9062 0.8689 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2718 0.9062 0.8681 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 51 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 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 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 25 and 52: 21.550161361694336. Interpolating between 25 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 0.2733 0.9102 0.8722 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2718 0.9102 0.8722 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2805 0.9102 0.8715 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2942 0.9082 0.8691 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2993 0.9023 0.8596 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2951 0.9043 0.8635 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2848 0.9023 0.8611 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2771 0.9082 0.8698 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 52 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 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 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 25 and 53: 24.063453674316406. Interpolating between 25 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 0.2310 0.9043 0.8658 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2290 0.9043 0.8665 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2783 0.9082 0.8747 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3511 0.8848 0.8521 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3437 0.8477 0.8169 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2687 0.8848 0.8543 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2333 0.9023 0.8691 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2429 0.8984 0.8610 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 53 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 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 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 25 and 54: 21.271469116210938. Interpolating between 25 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 0.2681 0.9199 0.8883 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2605 0.9180 0.8859 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2597 0.9141 0.8811 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2628 0.9141 0.8804 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2656 0.9121 0.8780 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2670 0.9082 0.8719 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2678 0.9043 0.8658 [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 0.2752 0.9102 0.8722 Completed interpolation from 25 to 54 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 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 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 25 and 55: 21.28050994873047. Interpolating between 25 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 0.2589 0.9121 0.8753 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2591 0.9121 0.8753 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2673 0.9121 0.8753 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2842 0.9062 0.8667 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3019 0.9023 0.8611 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2998 0.9023 0.8619 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2849 0.9004 0.8587 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2764 0.9062 0.8681 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 55 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 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 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 25 and 56: 21.625152587890625. Interpolating between 25 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 0.2583 0.9082 0.8683 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2550 0.9082 0.8698 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2605 0.9004 0.8610 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2685 0.9023 0.8641 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2724 0.8984 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2713 0.9004 0.8610 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2696 0.9062 0.8689 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2709 0.9062 0.8681 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 56 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 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 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 25 and 57: 21.804710388183594. Interpolating between 25 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 0.2563 0.9043 0.8643 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2513 0.9023 0.8619 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2570 0.9023 0.8619 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2658 0.9062 0.8681 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2697 0.9004 0.8610 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2683 0.9023 0.8634 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2685 0.9023 0.8634 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2702 0.9062 0.8681 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 57 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 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 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 25 and 58: 21.292741775512695. Interpolating between 25 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 0.2786 0.8965 0.8564 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2703 0.8984 0.8587 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2667 0.8984 0.8595 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2658 0.9004 0.8618 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2665 0.8984 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2663 0.9023 0.8634 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2669 0.9004 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2692 0.9023 0.8626 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 58 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 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 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 25 and 59: 21.443328857421875. Interpolating between 25 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 0.2708 0.9062 0.8674 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2701 0.9023 0.8611 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2784 0.8984 0.8556 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2912 0.8945 0.8508 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2962 0.8984 0.8556 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2879 0.8984 0.8564 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2778 0.9004 0.8595 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2729 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 59 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 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 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 25 and 60: 21.70792007446289. Interpolating between 25 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 0.2539 0.9141 0.8778 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2492 0.9141 0.8798 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2533 0.9121 0.8780 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2588 0.9121 0.8780 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2638 0.9043 0.8665 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2675 0.9004 0.8618 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2697 0.9043 0.8672 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2715 0.9082 0.8712 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 60 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 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 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 25 and 61: 24.18049430847168. Interpolating between 25 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 0.2375 0.9102 0.8743 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2371 0.9102 0.8757 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2939 0.9023 0.8698 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3875 0.8398 0.8102 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4027 0.7871 0.7656 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3134 0.8535 0.8235 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2487 0.9004 0.8682 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2475 0.9043 0.8686 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 61 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 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 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 25 and 62: 21.432430267333984. Interpolating between 25 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 0.2453 0.9180 0.8840 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2474 0.9141 0.8778 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2544 0.9062 0.8667 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2628 0.9082 0.8691 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2679 0.9043 0.8635 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2670 0.9043 0.8643 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2641 0.9062 0.8681 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2667 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 62 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 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 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 25 and 63: 23.938858032226562. Interpolating between 25 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 0.2300 0.9082 0.8726 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2244 0.9082 0.8760 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2641 0.9004 0.8709 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3102 0.8730 0.8434 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2903 0.8789 0.8488 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2493 0.8887 0.8527 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2369 0.9023 0.8670 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2487 0.9082 0.8733 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 63 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 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 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 25 and 64: 21.712329864501953. Interpolating between 25 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 0.2585 0.9043 0.8658 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2535 0.9023 0.8641 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2547 0.9043 0.8679 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2584 0.9043 0.8679 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2600 0.9023 0.8649 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2622 0.9004 0.8625 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2644 0.9023 0.8641 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2684 0.9062 0.8681 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 64 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 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 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 25 and 65: 21.62836265563965. Interpolating between 25 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 0.2755 0.9082 0.8698 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2740 0.9023 0.8619 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2828 0.8984 0.8579 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2940 0.8945 0.8525 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2981 0.8965 0.8556 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2931 0.8965 0.8556 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2846 0.8965 0.8548 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2778 0.9062 0.8681 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 65 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 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 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 25 and 66: 21.362485885620117. Interpolating between 25 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 0.2820 0.9004 0.8595 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2799 0.8965 0.8556 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2843 0.8984 0.8579 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2971 0.9023 0.8641 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3090 0.9043 0.8665 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3014 0.9043 0.8658 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2886 0.9043 0.8658 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2793 0.9023 0.8626 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 66 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 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 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 25 and 67: 21.518583297729492. Interpolating between 25 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 0.2715 0.9160 0.8815 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2675 0.9141 0.8785 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2711 0.9141 0.8778 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2789 0.9102 0.8722 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2829 0.9023 0.8626 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2807 0.9043 0.8650 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2757 0.9043 0.8658 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2734 0.9082 0.8712 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 67 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 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 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 25 and 68: 24.143951416015625. Interpolating between 25 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 0.2278 0.9023 0.8641 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2276 0.9082 0.8733 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2755 0.8906 0.8542 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3563 0.8672 0.8373 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3650 0.8379 0.8109 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2866 0.8672 0.8365 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2355 0.9004 0.8668 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2402 0.9023 0.8663 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 68 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 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 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 25 and 69: 24.1220645904541. Interpolating between 25 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 0.9121 0.8760 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2270 0.9160 0.8828 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2823 0.9082 0.8747 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3778 0.8555 0.8246 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3975 0.8086 0.7841 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3152 0.8516 0.8233 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2488 0.9004 0.8689 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2472 0.9004 0.8640 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 69 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 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 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 25 and 70: 23.528953552246094. Interpolating between 25 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 0.2366 0.9082 0.8726 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2212 0.9121 0.8800 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2333 0.9141 0.8854 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2487 0.9004 0.8682 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2485 0.8984 0.8646 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2429 0.9023 0.8677 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2468 0.9043 0.8686 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2581 0.9062 0.8696 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 70 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 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 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 25 and 71: 21.233673095703125. Interpolating between 25 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 0.2589 0.9121 0.8747 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2652 0.9102 0.8715 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2760 0.9062 0.8659 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2886 0.9023 0.8603 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2943 0.9043 0.8643 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2878 0.9023 0.8619 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2786 0.9043 0.8650 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2738 0.9043 0.8650 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 71 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 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 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 25 and 72: 21.410924911499023. Interpolating between 25 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 0.2690 0.9062 0.8689 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2607 0.9062 0.8703 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2611 0.9062 0.8710 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2682 0.9004 0.8633 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2745 0.9004 0.8625 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2768 0.9004 0.8610 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2761 0.9023 0.8634 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2746 0.9082 0.8712 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 72 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 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 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 25 and 73: 21.195507049560547. Interpolating between 25 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 0.2594 0.9102 0.8729 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2582 0.9062 0.8674 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2657 0.9023 0.8626 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2801 0.9023 0.8619 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2943 0.9023 0.8626 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2919 0.9062 0.8681 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2799 0.9062 0.8674 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2740 0.9062 0.8674 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 73 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 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 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 25 and 74: 21.36723518371582. Interpolating between 25 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 0.2634 0.9062 0.8659 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2710 0.9043 0.8643 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2865 0.9043 0.8643 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3116 0.9043 0.8635 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3340 0.9023 0.8603 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3301 0.9004 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.3069 0.9062 0.8652 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2858 0.9082 0.8691 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 74 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 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 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 25 and 75: 21.33502960205078. Interpolating between 25 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 0.2894 0.9062 0.8667 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2892 0.9062 0.8659 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2964 0.9043 0.8635 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3091 0.9062 0.8659 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3202 0.9062 0.8667 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3097 0.9023 0.8611 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2893 0.9043 0.8650 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2778 0.9062 0.8674 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 75 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 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 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 25 and 76: 22.129220962524414. Interpolating between 25 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 0.2335 0.9160 0.8822 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2279 0.9141 0.8791 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2308 0.9102 0.8743 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2340 0.9082 0.8719 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2353 0.9023 0.8641 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2374 0.9043 0.8672 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2437 0.9043 0.8672 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2560 0.9062 0.8689 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 76 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 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 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 25 and 77: 21.40297508239746. Interpolating between 25 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 0.2669 0.9023 0.8641 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2649 0.9023 0.8649 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2645 0.9043 0.8672 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2644 0.9023 0.8634 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2644 0.9004 0.8610 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2636 0.9004 0.8603 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2639 0.9023 0.8634 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2667 0.9082 0.8712 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 77 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 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 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 25 and 78: 24.001012802124023. Interpolating between 25 and 78 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2846 0.9004 0.8618 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2344 0.9004 0.8625 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2294 0.9082 0.8753 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2722 0.8945 0.8643 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3209 0.8672 0.8373 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3134 0.8574 0.8274 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2674 0.8711 0.8350 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2455 0.8984 0.8632 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2525 0.9004 0.8633 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 78 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 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 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 25 and 79: 21.256410598754883. Interpolating between 25 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 0.2504 0.9180 0.8846 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2545 0.9160 0.8815 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2676 0.9082 0.8698 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2898 0.9082 0.8691 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3073 0.9062 0.8667 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3021 0.9043 0.8643 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2861 0.9023 0.8619 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2761 0.9062 0.8674 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 79 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 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 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 25 and 80: 21.119638442993164. Interpolating between 25 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 0.2477 0.9141 0.8778 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2413 0.9160 0.8809 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2402 0.9141 0.8778 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2423 0.9121 0.8753 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2460 0.9082 0.8705 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2513 0.9062 0.8681 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2571 0.9062 0.8681 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2646 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 80 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 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 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 25 and 81: 21.3802547454834. Interpolating between 25 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 0.2655 0.9062 0.8674 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2669 0.9121 0.8753 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2750 0.9102 0.8722 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2872 0.9062 0.8659 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2932 0.9062 0.8667 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2888 0.9004 0.8587 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2800 0.9043 0.8650 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2744 0.9043 0.8650 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 81 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 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 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 25 and 82: 23.60405731201172. Interpolating between 25 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 0.2117 0.9121 0.8780 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2074 0.9141 0.8824 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2256 0.9102 0.8783 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2449 0.9004 0.8675 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2469 0.8984 0.8639 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2457 0.8984 0.8624 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2481 0.8984 0.8610 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2579 0.9023 0.8641 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 82 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 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 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 25 and 83: 21.248159408569336. Interpolating between 25 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 0.2565 0.9121 0.8767 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2576 0.9102 0.8750 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2624 0.9062 0.8696 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2664 0.9082 0.8726 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2652 0.9082 0.8719 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2637 0.9043 0.8665 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2648 0.9023 0.8634 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2671 0.9062 0.8689 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 83 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 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 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 25 and 84: 21.890106201171875. Interpolating between 25 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 0.2608 0.9199 0.8883 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2560 0.9180 0.8865 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2595 0.9102 0.8770 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2653 0.9062 0.8717 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2697 0.9023 0.8663 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2708 0.9004 0.8633 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2697 0.9004 0.8618 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2710 0.9082 0.8712 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 84 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 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 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 25 and 85: 21.25193214416504. Interpolating between 25 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 0.2714 0.9102 0.8729 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2730 0.9082 0.8698 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2824 0.9043 0.8635 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2958 0.8984 0.8556 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3053 0.8984 0.8556 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2974 0.9023 0.8619 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2823 0.9062 0.8674 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2744 0.9082 0.8698 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 85 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 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 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 25 and 86: 22.132863998413086. Interpolating between 25 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 0.2691 0.9023 0.8611 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2629 0.9062 0.8674 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2684 0.9023 0.8619 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2752 0.8984 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2715 0.8945 0.8508 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2700 0.8984 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2681 0.9023 0.8634 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2686 0.9062 0.8689 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 86 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 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 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 25 and 87: 21.372150421142578. Interpolating between 25 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 0.2519 0.9004 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2575 0.9043 0.8643 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2707 0.9043 0.8643 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2928 0.9004 0.8587 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3123 0.9043 0.8650 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3096 0.9043 0.8643 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2920 0.9023 0.8619 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2796 0.9102 0.8722 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 87 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 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 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 25 and 88: 21.475610733032227. Interpolating between 25 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 0.2431 0.9160 0.8809 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2448 0.9160 0.8802 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2532 0.9062 0.8667 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2638 0.9043 0.8643 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2698 0.9043 0.8643 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2700 0.9043 0.8643 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2698 0.9023 0.8611 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2702 0.9062 0.8674 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 88 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 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 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 25 and 89: 21.411842346191406. Interpolating between 25 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 0.2756 0.9082 0.8712 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2793 0.9082 0.8712 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2904 0.8984 0.8564 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3045 0.8945 0.8500 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3109 0.8945 0.8500 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3012 0.8926 0.8459 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2860 0.8984 0.8556 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2775 0.9082 0.8698 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 89 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 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 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 25 and 90: 21.301523208618164. Interpolating between 25 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 0.2524 0.9102 0.8722 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2551 0.9082 0.8705 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2656 0.9121 0.8760 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2843 0.9102 0.8729 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3007 0.9102 0.8729 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2978 0.9062 0.8674 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2859 0.9082 0.8712 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2779 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 90 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 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 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 25 and 91: 21.30219268798828. Interpolating between 25 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 0.2680 0.9141 0.8798 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2642 0.9102 0.8750 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2645 0.9082 0.8733 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2665 0.9062 0.8710 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2664 0.9062 0.8703 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2650 0.9062 0.8696 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2663 0.9062 0.8696 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2691 0.9043 0.8650 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 91 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 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 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 25 and 92: 23.139232635498047. Interpolating between 25 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 0.2529 0.9102 0.8729 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2411 0.9102 0.8743 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2458 0.9121 0.8787 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2529 0.9082 0.8747 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2536 0.9082 0.8740 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2541 0.9023 0.8656 [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 0.2659 0.9043 0.8665 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 92 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 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 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 25 and 93: 21.706562042236328. Interpolating between 25 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 0.2525 0.9082 0.8683 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2450 0.9062 0.8652 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2441 0.9043 0.8635 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2476 0.9004 0.8595 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2501 0.9023 0.8626 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2525 0.9062 0.8674 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2574 0.9062 0.8681 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2647 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 93 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 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 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 25 and 94: 24.04439926147461. Interpolating between 25 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 0.2305 0.9062 0.8644 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2278 0.9043 0.8620 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2800 0.8965 0.8540 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3626 0.8828 0.8522 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3639 0.8477 0.8194 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2818 0.8711 0.8390 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2373 0.9023 0.8684 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2432 0.9043 0.8686 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 94 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 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 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 25 and 95: 21.273441314697266. Interpolating between 25 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 0.2538 0.9141 0.8798 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2543 0.9121 0.8774 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2613 0.9121 0.8787 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2721 0.9141 0.8817 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2787 0.9102 0.8770 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2750 0.9082 0.8733 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2700 0.9062 0.8703 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2700 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 95 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 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 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 25 and 96: 21.187129974365234. Interpolating between 25 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 0.2587 0.9141 0.8798 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2507 0.9121 0.8774 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2483 0.9102 0.8750 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2500 0.9102 0.8743 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2525 0.9043 0.8650 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2548 0.9023 0.8619 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2585 0.9062 0.8681 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2649 0.9043 0.8650 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 96 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 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 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 25 and 97: 21.99610710144043. Interpolating between 25 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 0.2521 0.9062 0.8689 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2459 0.9082 0.8733 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2492 0.9062 0.8703 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2597 0.9023 0.8649 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2691 0.9004 0.8625 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2733 0.9023 0.8649 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2729 0.9023 0.8634 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2734 0.9062 0.8689 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 97 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 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 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 25 and 98: 21.59842872619629. Interpolating between 25 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 0.2504 0.9082 0.8698 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2491 0.9102 0.8743 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2540 0.9062 0.8703 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2638 0.9062 0.8703 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2709 0.9082 0.8726 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2693 0.9082 0.8726 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2676 0.9043 0.8672 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2688 0.9062 0.8689 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 98 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 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 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 25 and 99: 23.57295799255371. Interpolating between 25 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 0.2189 0.9141 0.8785 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2129 0.9160 0.8835 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2332 0.9121 0.8819 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2515 0.9082 0.8786 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2486 0.8984 0.8639 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2460 0.8945 0.8586 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2502 0.8965 0.8587 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2592 0.9043 0.8665 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2752 0.9102 0.8722 Completed interpolation from 25 to 99 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 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 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 26 and 27: 21.478919982910156. Interpolating between 26 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 0.9160 0.8822 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2187 0.9180 0.8852 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2195 0.9141 0.8804 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2233 0.9102 0.8750 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2255 0.9082 0.8719 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2255 0.9062 0.8703 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2282 0.9102 0.8750 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2396 0.9141 0.8791 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 27 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 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 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 26 and 28: 21.354761123657227. Interpolating between 26 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 0.2605 0.9062 0.8681 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2513 0.9082 0.8712 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2452 0.9043 0.8672 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2426 0.9102 0.8763 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2398 0.9062 0.8717 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2371 0.9023 0.8649 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2371 0.9102 0.8743 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2446 0.9121 0.8767 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 28 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 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 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 26 and 29: 21.315168380737305. Interpolating between 26 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 0.9121 0.8774 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2467 0.9141 0.8804 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2444 0.9102 0.8757 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2432 0.9102 0.8750 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2401 0.9082 0.8719 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2370 0.9082 0.8719 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2375 0.9062 0.8689 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2450 0.9121 0.8753 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 29 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 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 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 26 and 30: 21.491796493530273. Interpolating between 26 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 0.2545 0.9102 0.8736 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2442 0.9043 0.8665 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2400 0.9004 0.8625 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2388 0.9023 0.8656 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2366 0.9004 0.8625 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2333 0.9062 0.8696 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2338 0.9062 0.8696 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2422 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 30 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 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 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 26 and 31: 24.011795043945312. Interpolating between 26 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 0.2346 0.9062 0.8667 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2335 0.9043 0.8620 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2829 0.8848 0.8270 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3605 0.8809 0.8179 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3628 0.9004 0.8654 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2748 0.8906 0.8607 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2208 0.9004 0.8689 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2238 0.9023 0.8663 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 31 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 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 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 26 and 32: 21.216415405273438. Interpolating between 26 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 0.2580 0.9082 0.8733 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2468 0.9062 0.8710 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2407 0.9043 0.8679 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2378 0.9082 0.8733 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2353 0.9062 0.8710 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2329 0.9043 0.8672 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2342 0.9082 0.8705 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2428 0.9141 0.8785 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 32 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 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 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 26 and 33: 23.912765502929688. Interpolating between 26 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 0.2234 0.9062 0.8667 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2184 0.9141 0.8785 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2555 0.9082 0.8719 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3025 0.9004 0.8675 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2879 0.8906 0.8571 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2410 0.8945 0.8594 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2224 0.9043 0.8707 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2317 0.9102 0.8757 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 33 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 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 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 26 and 34: 21.273181915283203. Interpolating between 26 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 0.2553 0.9082 0.8712 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2445 0.9082 0.8719 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2395 0.9062 0.8689 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2370 0.9062 0.8696 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2349 0.9062 0.8696 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2330 0.9082 0.8719 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2352 0.9102 0.8743 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2440 0.9141 0.8791 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 34 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 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 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 26 and 35: 21.337486267089844. Interpolating between 26 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 0.2609 0.9043 0.8665 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2492 0.9062 0.8710 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2418 0.9082 0.8733 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2387 0.9082 0.8740 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2366 0.9043 0.8679 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2349 0.9043 0.8672 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2360 0.9062 0.8703 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2440 0.9141 0.8791 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 35 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 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 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 26 and 36: 21.339506149291992. Interpolating between 26 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 0.2740 0.9121 0.8780 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2612 0.9102 0.8750 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2532 0.9043 0.8679 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2490 0.9043 0.8686 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2454 0.9023 0.8656 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2414 0.9062 0.8703 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2403 0.9062 0.8689 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2457 0.9121 0.8760 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 36 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 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 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 26 and 37: 21.522693634033203. Interpolating between 26 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 0.2518 0.9062 0.8681 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2429 0.9121 0.8767 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2390 0.9082 0.8719 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2381 0.9023 0.8649 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2361 0.9043 0.8679 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2341 0.9082 0.8726 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2360 0.9082 0.8726 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2447 0.9141 0.8791 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 37 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 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 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 26 and 38: 21.425941467285156. Interpolating between 26 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 0.2557 0.9082 0.8719 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2478 0.9082 0.8726 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2435 0.9062 0.8703 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2421 0.9043 0.8672 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2392 0.9043 0.8679 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2363 0.9004 0.8618 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2363 0.9023 0.8641 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2434 0.9160 0.8815 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 38 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 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 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 26 and 39: 21.393409729003906. Interpolating between 26 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 0.2532 0.9199 0.8883 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2473 0.9141 0.8804 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2445 0.9082 0.8733 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2430 0.9062 0.8703 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2401 0.9043 0.8679 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2364 0.9082 0.8726 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2362 0.9121 0.8767 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2441 0.9141 0.8791 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 39 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 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 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 26 and 40: 22.06096839904785. Interpolating between 26 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 0.2525 0.9141 0.8804 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2415 0.9121 0.8780 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2401 0.9062 0.8710 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2415 0.9082 0.8740 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2393 0.9062 0.8710 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2361 0.9062 0.8703 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2366 0.9141 0.8804 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2442 0.9121 0.8767 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 40 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 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 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 26 and 41: 21.395212173461914. Interpolating between 26 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 0.2545 0.9082 0.8726 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2456 0.9062 0.8703 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2429 0.9062 0.8710 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2415 0.9082 0.8747 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2370 0.9102 0.8777 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2314 0.9062 0.8710 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2315 0.9082 0.8719 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2413 0.9121 0.8767 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 41 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 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 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 26 and 42: 21.45660972595215. Interpolating between 26 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 0.2752 0.9062 0.8681 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2635 0.9023 0.8626 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2544 0.9004 0.8603 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2486 0.8984 0.8579 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2431 0.8965 0.8564 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2364 0.9023 0.8641 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2351 0.9082 0.8712 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2432 0.9121 0.8760 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 42 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 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 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 26 and 43: 21.135828018188477. Interpolating between 26 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 0.2556 0.9141 0.8791 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2423 0.9160 0.8828 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2348 0.9160 0.8841 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2313 0.9121 0.8780 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2294 0.9082 0.8719 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2283 0.9082 0.8726 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2307 0.9121 0.8767 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2406 0.9121 0.8760 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 43 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 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 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 26 and 44: 21.35293960571289. Interpolating between 26 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 0.2595 0.9082 0.8712 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2450 0.9082 0.8726 [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 0.2366 0.9082 0.8733 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2343 0.9082 0.8733 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2305 0.9082 0.8733 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2323 0.9082 0.8719 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2416 0.9121 0.8767 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 44 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 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 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 26 and 45: 21.218156814575195. Interpolating between 26 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 0.2290 0.9199 0.8889 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2233 0.9160 0.8841 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2227 0.9141 0.8817 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2246 0.9102 0.8777 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2250 0.9102 0.8777 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2236 0.9121 0.8787 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2256 0.9141 0.8804 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2372 0.9141 0.8791 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 45 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 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 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 26 and 46: 21.477645874023438. Interpolating between 26 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 0.2491 0.9160 0.8815 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2394 0.9141 0.8798 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2355 0.9102 0.8757 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2345 0.9141 0.8824 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2335 0.9082 0.8740 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2316 0.9102 0.8763 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2327 0.9102 0.8743 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2417 0.9141 0.8791 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 46 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 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 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 26 and 47: 22.56157112121582. Interpolating between 26 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 0.2430 0.9102 0.8750 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2319 0.9141 0.8811 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2346 0.9102 0.8763 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2418 0.9102 0.8777 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2399 0.9082 0.8747 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2323 0.9043 0.8693 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2306 0.9062 0.8710 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2393 0.9121 0.8767 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 47 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 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 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 26 and 48: 21.505908966064453. Interpolating between 26 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 0.2438 0.9102 0.8743 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2339 0.9121 0.8780 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2327 0.9121 0.8787 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2357 0.9141 0.8830 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2346 0.9062 0.8723 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2298 0.9082 0.8733 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2301 0.9102 0.8757 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2399 0.9121 0.8767 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 48 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 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 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 26 and 49: 21.279220581054688. Interpolating between 26 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 0.2736 0.9082 0.8705 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2596 0.9043 0.8658 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2496 0.9004 0.8610 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2424 0.9062 0.8696 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2373 0.9102 0.8750 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2352 0.9082 0.8719 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2364 0.9102 0.8743 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2442 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 49 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 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 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 26 and 50: 21.373132705688477. Interpolating between 26 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 0.2627 0.9102 0.8757 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2528 0.9082 0.8733 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2458 0.9043 0.8693 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2405 0.9062 0.8717 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2357 0.9082 0.8740 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2316 0.9082 0.8733 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2317 0.9082 0.8726 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2405 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 50 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 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 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 26 and 51: 21.38948631286621. Interpolating between 26 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 0.2617 0.9043 0.8650 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2500 0.9004 0.8603 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2439 0.8965 0.8556 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2405 0.9023 0.8649 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2378 0.9043 0.8672 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2350 0.9043 0.8658 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2357 0.9062 0.8681 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2438 0.9141 0.8785 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 51 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 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 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 26 and 52: 21.431116104125977. Interpolating between 26 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 0.2634 0.9121 0.8753 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2479 0.9082 0.8712 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2391 0.9102 0.8736 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2355 0.9121 0.8774 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2320 0.9102 0.8736 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2291 0.9062 0.8681 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2306 0.9121 0.8760 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2408 0.9160 0.8815 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 52 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 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 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 26 and 53: 23.968364715576172. Interpolating between 26 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 0.2320 0.9043 0.8658 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2316 0.8984 0.8547 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2810 0.8848 0.8300 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3520 0.8965 0.8437 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3318 0.8926 0.8571 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2501 0.9004 0.8689 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2178 0.9043 0.8714 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2254 0.9062 0.8696 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 53 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 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 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 26 and 54: 21.317279815673828. Interpolating between 26 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 0.2684 0.9199 0.8883 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2574 0.9121 0.8780 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2511 0.9121 0.8780 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2471 0.9121 0.8780 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2429 0.9102 0.8757 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2389 0.9082 0.8726 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2388 0.9160 0.8828 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2459 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 54 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 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 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 26 and 55: 21.127065658569336. Interpolating between 26 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 0.2487 0.9082 0.8698 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2381 0.9102 0.8729 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2337 0.9102 0.8736 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2326 0.9121 0.8767 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2321 0.9043 0.8658 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2317 0.9062 0.8674 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2347 0.9102 0.8736 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2435 0.9180 0.8840 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 55 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 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 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 26 and 56: 21.43919563293457. Interpolating between 26 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 0.2493 0.9121 0.8753 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2374 0.9082 0.8719 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2357 0.9082 0.8726 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2377 0.9023 0.8656 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2360 0.9004 0.8633 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2335 0.9062 0.8710 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2347 0.9043 0.8672 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2431 0.9121 0.8767 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 56 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 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 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 26 and 57: 21.495515823364258. Interpolating between 26 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 0.2479 0.9043 0.8650 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2345 0.9043 0.8665 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2300 0.9082 0.8733 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2295 0.9082 0.8740 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2272 0.9102 0.8757 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2245 0.9082 0.8726 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2276 0.9062 0.8689 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2392 0.9141 0.8791 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 57 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 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 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 26 and 58: 21.46576690673828. Interpolating between 26 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 0.2820 0.9023 0.8656 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2752 0.8965 0.8587 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2698 0.8984 0.8610 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2637 0.8906 0.8503 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2557 0.8984 0.8595 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2481 0.9023 0.8641 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2449 0.9023 0.8634 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2487 0.9102 0.8729 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 58 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 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 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 26 and 59: 21.222000122070312. Interpolating between 26 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 0.2627 0.9082 0.8705 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2513 0.9043 0.8658 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2459 0.9062 0.8689 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2424 0.9082 0.8740 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2396 0.9023 0.8649 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2373 0.9043 0.8679 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2383 0.9062 0.8703 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2456 0.9141 0.8791 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 59 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 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 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 26 and 60: 21.619056701660156. Interpolating between 26 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 0.2523 0.9160 0.8815 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2437 0.9062 0.8696 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2403 0.9082 0.8726 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2397 0.9043 0.8679 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2374 0.9043 0.8672 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2339 0.9062 0.8703 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2353 0.9082 0.8719 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2439 0.9141 0.8791 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 60 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 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 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 26 and 61: 24.090282440185547. Interpolating between 26 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 0.2394 0.9102 0.8743 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2396 0.9043 0.8627 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2930 0.8887 0.8367 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3702 0.8984 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3582 0.8750 0.8431 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2667 0.8926 0.8628 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2211 0.9062 0.8750 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2266 0.9043 0.8686 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 61 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 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 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 26 and 62: 21.35108757019043. Interpolating between 26 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 0.2381 0.9199 0.8883 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2325 0.9121 0.8787 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2313 0.9102 0.8770 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2315 0.9102 0.8770 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2307 0.9062 0.8730 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2289 0.9043 0.8686 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2306 0.9102 0.8757 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2403 0.9160 0.8822 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 62 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 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 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 26 and 63: 23.866487503051758. Interpolating between 26 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 0.2263 0.9141 0.8791 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2198 0.9082 0.8719 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2601 0.9062 0.8710 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3091 0.9023 0.8724 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2876 0.8965 0.8651 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2361 0.9004 0.8661 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2185 0.9043 0.8693 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2309 0.9121 0.8780 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 63 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 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 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 26 and 64: 21.7047061920166. Interpolating between 26 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 0.2544 0.9043 0.8650 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2435 0.9062 0.8696 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2390 0.9062 0.8710 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2399 0.9043 0.8686 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2378 0.9062 0.8710 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2330 0.9062 0.8703 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2330 0.9102 0.8750 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2419 0.9121 0.8767 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 64 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 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 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 26 and 65: 21.347684860229492. Interpolating between 26 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 0.2626 0.9082 0.8698 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2457 0.9062 0.8681 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2391 0.9004 0.8618 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2369 0.9004 0.8633 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2353 0.9023 0.8663 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2334 0.9062 0.8717 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2352 0.9102 0.8757 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2438 0.9121 0.8767 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 65 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 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 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 26 and 66: 21.38524627685547. Interpolating between 26 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 0.2733 0.9043 0.8658 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2597 0.9023 0.8634 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2514 0.9023 0.8641 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2472 0.9023 0.8641 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2445 0.9043 0.8679 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2414 0.9043 0.8672 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2408 0.9062 0.8681 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2466 0.9082 0.8705 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 66 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 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 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 26 and 67: 21.207855224609375. Interpolating between 26 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 0.2588 0.9121 0.8767 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2453 0.9102 0.8750 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2400 0.9082 0.8733 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2382 0.9043 0.8679 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2363 0.9082 0.8726 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2340 0.9102 0.8750 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2355 0.9082 0.8719 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2440 0.9141 0.8791 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 67 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 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 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 26 and 68: 24.095813751220703. Interpolating between 26 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 0.2292 0.9062 0.8674 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2312 0.8965 0.8499 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2735 0.8887 0.8328 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3372 0.8789 0.8110 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3246 0.9082 0.8676 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2466 0.8984 0.8632 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2118 0.9062 0.8717 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2221 0.9082 0.8719 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 68 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 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 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 26 and 69: 24.02216339111328. Interpolating between 26 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 0.9121 0.8747 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2284 0.9023 0.8596 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2741 0.8906 0.8391 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3403 0.8965 0.8507 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3364 0.9043 0.8753 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2610 0.9043 0.8766 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2191 0.9043 0.8727 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2245 0.9043 0.8686 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 69 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 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 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 26 and 70: 23.401880264282227. Interpolating between 26 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 0.9062 0.8689 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2182 0.9102 0.8750 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2331 0.9004 0.8640 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2525 0.8984 0.8617 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2471 0.8984 0.8617 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2301 0.8984 0.8610 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2252 0.8965 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2355 0.9082 0.8719 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 70 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 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 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 26 and 71: 21.095623016357422. Interpolating between 26 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 0.2462 0.9180 0.8840 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2394 0.9062 0.8689 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2366 0.9062 0.8696 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2357 0.9062 0.8703 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2340 0.9062 0.8703 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2314 0.9062 0.8703 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2318 0.9062 0.8689 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2408 0.9141 0.8785 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 71 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 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 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 26 and 72: 21.39505958557129. Interpolating between 26 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 0.2633 0.9102 0.8743 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2490 0.9141 0.8817 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2448 0.9082 0.8753 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2435 0.9062 0.8723 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2399 0.9082 0.8747 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2358 0.9102 0.8763 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2360 0.9102 0.8750 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2440 0.9121 0.8767 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 72 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 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 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 26 and 73: 21.087034225463867. Interpolating between 26 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 0.2534 0.9121 0.8767 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2447 0.9062 0.8696 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2403 0.9062 0.8710 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2383 0.9043 0.8686 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2367 0.9043 0.8686 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2352 0.9062 0.8710 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2364 0.9062 0.8703 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2440 0.9121 0.8767 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 73 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 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 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 26 and 74: 21.349594116210938. Interpolating between 26 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 0.2548 0.9102 0.8743 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2487 0.9141 0.8804 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2461 0.9121 0.8787 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2463 0.9062 0.8717 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2445 0.9062 0.8717 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2412 0.9043 0.8686 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2410 0.9121 0.8774 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2472 0.9121 0.8760 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 74 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 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 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 26 and 75: 21.45276641845703. Interpolating between 26 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 0.2755 0.9082 0.8698 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2585 0.9062 0.8689 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2474 0.9082 0.8719 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2425 0.9062 0.8703 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2372 0.9102 0.8757 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2321 0.9121 0.8774 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2313 0.9121 0.8767 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2407 0.9180 0.8840 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 75 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 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 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 26 and 76: 22.00745964050293. Interpolating between 26 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 0.2393 0.9141 0.8798 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2350 0.9141 0.8811 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2369 0.9102 0.8770 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2400 0.9180 0.8883 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2395 0.9121 0.8800 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2362 0.9102 0.8770 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2363 0.9082 0.8733 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2438 0.9102 0.8743 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 76 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 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 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 26 and 77: 21.495025634765625. Interpolating between 26 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 0.2631 0.9043 0.8686 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2536 0.9023 0.8663 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2471 0.8965 0.8579 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2415 0.8965 0.8587 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2360 0.9062 0.8710 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2323 0.9102 0.8757 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2333 0.9082 0.8719 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2424 0.9141 0.8785 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 77 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 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 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 26 and 78: 23.873037338256836. Interpolating between 26 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 0.2325 0.9043 0.8672 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2216 0.9082 0.8733 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2469 0.9062 0.8730 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2827 0.8965 0.8651 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2749 0.8906 0.8600 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2394 0.9004 0.8702 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2231 0.9023 0.8677 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2321 0.9082 0.8733 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 78 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 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 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 26 and 79: 21.20151138305664. Interpolating between 26 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 0.2389 0.9199 0.8883 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2311 0.9219 0.8919 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2266 0.9160 0.8847 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2251 0.9141 0.8817 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2238 0.9102 0.8757 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2234 0.9082 0.8719 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2267 0.9062 0.8689 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2383 0.9121 0.8760 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 79 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 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 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 26 and 80: 21.45962142944336. Interpolating between 26 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 0.2497 0.9180 0.8840 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2421 0.9219 0.8901 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2370 0.9141 0.8798 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2349 0.9160 0.8828 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2322 0.9141 0.8804 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2300 0.9102 0.8743 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2323 0.9102 0.8736 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2420 0.9141 0.8785 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 80 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 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 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 26 and 81: 21.292139053344727. Interpolating between 26 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 0.2535 0.9043 0.8650 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2432 0.9004 0.8610 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2378 0.9062 0.8696 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2354 0.9043 0.8665 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2331 0.9043 0.8665 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2303 0.9023 0.8634 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2314 0.9043 0.8658 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2409 0.9121 0.8760 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 81 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 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 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 26 and 82: 23.483816146850586. Interpolating between 26 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 0.2098 0.9102 0.8750 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2056 0.9062 0.8717 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2266 0.9062 0.8737 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2503 0.9082 0.8766 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2495 0.9043 0.8714 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2354 0.9043 0.8700 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2287 0.9023 0.8656 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2376 0.9102 0.8750 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 82 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 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 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 26 and 83: 21.267234802246094. Interpolating between 26 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 0.2460 0.9121 0.8774 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2361 0.9082 0.8726 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2306 0.9043 0.8679 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2282 0.9043 0.8679 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2261 0.9082 0.8719 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2241 0.9102 0.8743 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2268 0.9141 0.8791 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2387 0.9160 0.8815 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 83 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 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 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 26 and 84: 21.9096736907959. Interpolating between 26 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 0.2553 0.9219 0.8907 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2443 0.9121 0.8787 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2416 0.9121 0.8794 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2419 0.9082 0.8747 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2390 0.9121 0.8794 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2349 0.9121 0.8780 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2350 0.9141 0.8798 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2431 0.9141 0.8791 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 84 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 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 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 26 and 85: 21.121253967285156. Interpolating between 26 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 0.2621 0.9102 0.8736 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2530 0.9121 0.8767 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2468 0.9082 0.8719 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2428 0.9062 0.8696 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2392 0.9082 0.8726 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2359 0.9082 0.8719 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2359 0.9102 0.8743 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2434 0.9141 0.8791 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 85 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 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 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 26 and 86: 21.89778709411621. Interpolating between 26 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 0.2535 0.9043 0.8643 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2339 0.9062 0.8681 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2273 0.9102 0.8757 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2277 0.9023 0.8663 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2261 0.9062 0.8723 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2214 0.9062 0.8710 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2227 0.9043 0.8672 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2351 0.9121 0.8767 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 86 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 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 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 26 and 87: 21.200279235839844. Interpolating between 26 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 0.2412 0.9062 0.8674 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2348 0.9102 0.8743 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2313 0.9082 0.8726 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2299 0.9082 0.8726 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2291 0.9102 0.8750 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2291 0.9082 0.8719 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2325 0.9102 0.8743 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2424 0.9160 0.8815 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 87 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 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 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 26 and 88: 21.34123992919922. Interpolating between 26 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 0.2379 0.9141 0.8791 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2333 0.9102 0.8736 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2331 0.9121 0.8774 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2340 0.9004 0.8633 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2326 0.9023 0.8656 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2293 0.9062 0.8703 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2297 0.9043 0.8672 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2398 0.9141 0.8785 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 88 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 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 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 26 and 89: 21.39989471435547. Interpolating between 26 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 0.2628 0.9082 0.8719 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2519 0.9062 0.8703 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2458 0.9004 0.8633 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2431 0.9023 0.8656 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2406 0.9043 0.8686 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2369 0.9004 0.8625 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2361 0.9062 0.8696 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2436 0.9160 0.8815 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 89 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 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 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 26 and 90: 21.26010513305664. Interpolating between 26 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 0.2415 0.9141 0.8785 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2328 0.9160 0.8822 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2306 0.9121 0.8780 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2311 0.9082 0.8733 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2305 0.9082 0.8740 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2283 0.9102 0.8763 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2295 0.9102 0.8757 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2403 0.9121 0.8760 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 90 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 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 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 26 and 91: 21.24286651611328. Interpolating between 26 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 0.2582 0.9082 0.8719 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2449 0.9082 0.8719 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2387 0.9082 0.8719 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2358 0.9102 0.8750 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2320 0.9082 0.8733 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2290 0.9082 0.8726 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2310 0.9160 0.8822 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2413 0.9160 0.8815 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 91 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 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 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 26 and 92: 23.009727478027344. Interpolating between 26 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 0.2535 0.9121 0.8760 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2397 0.9062 0.8681 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2436 0.9062 0.8696 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2525 0.9062 0.8703 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2515 0.9062 0.8703 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2440 0.9062 0.8703 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2408 0.9082 0.8726 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2458 0.9141 0.8798 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 92 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 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 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 26 and 93: 21.72596549987793. Interpolating between 26 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 0.2587 0.9043 0.8627 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2537 0.9023 0.8611 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2523 0.8984 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2507 0.8984 0.8571 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2448 0.8965 0.8556 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2381 0.9004 0.8603 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2370 0.9082 0.8712 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2438 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 93 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 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 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 26 and 94: 23.976173400878906. Interpolating between 26 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 0.2338 0.9043 0.8612 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2310 0.9062 0.8621 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2740 0.8965 0.8446 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3362 0.8887 0.8299 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3225 0.9004 0.8654 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2502 0.8965 0.8630 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2173 0.9004 0.8654 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2255 0.9043 0.8679 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 94 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 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 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 26 and 95: 21.375516891479492. Interpolating between 26 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 0.2474 0.9160 0.8828 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2400 0.9102 0.8757 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2363 0.9082 0.8740 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2357 0.9062 0.8717 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2350 0.9082 0.8747 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2332 0.9062 0.8717 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2344 0.9102 0.8757 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2422 0.9121 0.8767 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 95 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 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 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 26 and 96: 21.45282745361328. Interpolating between 26 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 0.2655 0.9160 0.8822 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2627 0.9102 0.8750 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2635 0.9062 0.8696 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2630 0.9062 0.8689 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2571 0.9102 0.8750 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2494 0.9121 0.8774 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2447 0.9141 0.8798 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2484 0.9121 0.8767 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 96 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 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 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 26 and 97: 21.884305953979492. Interpolating between 26 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 0.2490 0.9004 0.8595 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2387 0.9023 0.8641 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2364 0.9023 0.8656 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2356 0.9062 0.8710 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2327 0.9062 0.8710 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2293 0.9062 0.8703 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2316 0.9062 0.8703 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2415 0.9102 0.8736 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 97 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 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 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 26 and 98: 21.327192306518555. Interpolating between 26 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 0.2430 0.9043 0.8650 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2335 0.9082 0.8726 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2312 0.9062 0.8703 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2318 0.9082 0.8733 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2307 0.9062 0.8717 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2277 0.9082 0.8740 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2288 0.9082 0.8733 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2394 0.9121 0.8767 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 98 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 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 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 26 and 99: 23.492889404296875. Interpolating between 26 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 0.2167 0.9082 0.8691 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2090 0.9180 0.8859 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2271 0.9160 0.8841 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2489 0.9160 0.8859 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2461 0.9102 0.8777 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2297 0.9043 0.8686 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2246 0.9062 0.8710 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2354 0.9121 0.8767 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2601 0.9141 0.8771 Completed interpolation from 26 to 99 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 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 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 27 and 28: 21.67612648010254. Interpolating between 27 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 0.2513 0.9062 0.8681 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2364 0.9082 0.8705 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2312 0.9121 0.8767 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2305 0.9160 0.8822 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2285 0.9141 0.8798 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2243 0.9180 0.8846 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2224 0.9180 0.8846 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2262 0.9219 0.8895 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2369 0.9199 0.8864 Completed interpolation from 27 to 28 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 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 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 27 and 29: 21.675809860229492. Interpolating between 27 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 0.2505 0.9082 0.8719 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2416 0.9160 0.8828 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2388 0.9160 0.8828 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2372 0.9102 0.8743 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2328 0.9121 0.8767 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2253 0.9141 0.8785 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2211 0.9180 0.8840 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2248 0.9219 0.8895 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2369 0.9199 0.8864 Completed interpolation from 27 to 29 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 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 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 27 and 30: 21.254499435424805. Interpolating between 27 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 0.2512 0.9121 0.8760 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2349 0.9141 0.8785 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2244 0.9121 0.8774 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2176 0.9160 0.8828 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2131 0.9238 0.8937 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2111 0.9258 0.8956 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2131 0.9219 0.8901 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2211 0.9219 0.8901 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2369 0.9199 0.8864 Completed interpolation from 27 to 30 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 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 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 27 and 31: 23.91844940185547. Interpolating between 27 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 0.2338 0.9062 0.8667 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2327 0.9043 0.8620 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2963 0.8828 0.8235 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4026 0.8457 0.7340 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3875 0.9004 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2686 0.9023 0.8724 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2090 0.9180 0.8901 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2065 0.9180 0.8871 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2369 0.9199 0.8864 Completed interpolation from 27 to 31 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 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 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 27 and 32: 21.447389602661133. Interpolating between 27 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 0.2576 0.9062 0.8710 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2466 0.9023 0.8663 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2407 0.9004 0.8647 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2367 0.9004 0.8633 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2315 0.9062 0.8710 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2255 0.9062 0.8703 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2218 0.9160 0.8828 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2249 0.9160 0.8822 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2369 0.9199 0.8864 Completed interpolation from 27 to 32 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 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 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 27 and 33: 23.828121185302734. Interpolating between 27 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 0.2253 0.9102 0.8722 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2203 0.9062 0.8674 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2619 0.9043 0.8635 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3095 0.9102 0.8750 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2805 0.9121 0.8806 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2276 0.9180 0.8877 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2053 0.9160 0.8841 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2131 0.9199 0.8883 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2369 0.9199 0.8864 Completed interpolation from 27 to 33 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 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 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 27 and 34: 21.602928161621094. Interpolating between 27 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 0.2531 0.9062 0.8689 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2389 0.9082 0.8719 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2312 0.9141 0.8804 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2284 0.9199 0.8895 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2249 0.9160 0.8841 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2200 0.9160 0.8835 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2178 0.9180 0.8852 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2232 0.9180 0.8846 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2369 0.9199 0.8864 Completed interpolation from 27 to 34 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 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 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 27 and 35: 21.763046264648438. Interpolating between 27 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 0.2575 0.9043 0.8658 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2425 0.9023 0.8634 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2342 0.8984 0.8587 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2308 0.9043 0.8672 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2271 0.9043 0.8672 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2208 0.9102 0.8750 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2175 0.9141 0.8798 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2228 0.9160 0.8822 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2369 0.9199 0.8864 Completed interpolation from 27 to 35 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 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 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 27 and 36: 21.452299118041992. Interpolating between 27 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 0.2710 0.9141 0.8804 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2551 0.9141 0.8804 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2447 0.9121 0.8774 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2376 0.9160 0.8828 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2298 0.9160 0.8828 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2220 0.9199 0.8889 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2187 0.9219 0.8913 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2229 0.9180 0.8846 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2369 0.9199 0.8864 Completed interpolation from 27 to 36 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 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 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 27 and 37: 21.91652488708496. Interpolating between 27 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 0.2509 0.9043 0.8650 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2404 0.9023 0.8626 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2359 0.9004 0.8610 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2340 0.9043 0.8665 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2309 0.9102 0.8750 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2272 0.9141 0.8804 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2259 0.9199 0.8877 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2286 0.9180 0.8846 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2369 0.9199 0.8864 Completed interpolation from 27 to 37 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 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 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 27 and 38: 21.802343368530273. Interpolating between 27 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 0.2552 0.9062 0.8689 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2478 0.9004 0.8618 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2419 0.9023 0.8656 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2376 0.9062 0.8710 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2323 0.9102 0.8757 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2249 0.9121 0.8780 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2195 0.9160 0.8835 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2229 0.9180 0.8846 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2369 0.9199 0.8864 Completed interpolation from 27 to 38 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 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 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 27 and 39: 21.728965759277344. Interpolating between 27 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 0.2490 0.9219 0.8913 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2398 0.9199 0.8883 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2352 0.9160 0.8822 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2331 0.9199 0.8877 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2301 0.9180 0.8852 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2257 0.9199 0.8877 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2234 0.9180 0.8846 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2268 0.9180 0.8846 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2369 0.9199 0.8864 Completed interpolation from 27 to 39 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 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 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 27 and 40: 22.202796936035156. Interpolating between 27 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 0.2520 0.9160 0.8828 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2389 0.9121 0.8780 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2360 0.9082 0.8726 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2361 0.9102 0.8757 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2307 0.9160 0.8841 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2224 0.9219 0.8907 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2189 0.9219 0.8907 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2239 0.9180 0.8846 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2369 0.9199 0.8864 Completed interpolation from 27 to 40 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 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 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 27 and 41: 21.69019889831543. Interpolating between 27 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 0.2552 0.9062 0.8696 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2457 0.9062 0.8703 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2410 0.9102 0.8757 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2410 0.9102 0.8757 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2372 0.9160 0.8835 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2280 0.9180 0.8852 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2218 0.9199 0.8877 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2245 0.9199 0.8871 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2369 0.9199 0.8864 Completed interpolation from 27 to 41 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 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 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 27 and 42: 21.288747787475586. Interpolating between 27 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 0.2708 0.9043 0.8658 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2549 0.9062 0.8681 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2426 0.9062 0.8689 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2353 0.9102 0.8750 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2299 0.9121 0.8774 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2247 0.9160 0.8822 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2218 0.9219 0.8907 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2251 0.9180 0.8846 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2369 0.9199 0.8864 Completed interpolation from 27 to 42 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 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 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 27 and 43: 21.259275436401367. Interpolating between 27 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 0.2552 0.9160 0.8822 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2401 0.9141 0.8804 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2307 0.9160 0.8828 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2261 0.9180 0.8859 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2227 0.9199 0.8883 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2197 0.9219 0.8907 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2190 0.9219 0.8907 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2240 0.9199 0.8877 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2369 0.9199 0.8864 Completed interpolation from 27 to 43 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 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 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 27 and 44: 21.029878616333008. Interpolating between 27 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 0.2569 0.9082 0.8705 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2389 0.9102 0.8736 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2282 0.9082 0.8705 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2221 0.9141 0.8791 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2190 0.9219 0.8895 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2164 0.9199 0.8877 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2170 0.9219 0.8907 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2232 0.9180 0.8846 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2369 0.9199 0.8864 Completed interpolation from 27 to 44 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 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 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 27 and 45: 21.566356658935547. Interpolating between 27 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 0.2277 0.9160 0.8835 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2207 0.9141 0.8811 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2189 0.9082 0.8733 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2203 0.9062 0.8703 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2206 0.9121 0.8787 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2185 0.9160 0.8835 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2175 0.9199 0.8883 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2230 0.9180 0.8846 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2369 0.9199 0.8864 Completed interpolation from 27 to 45 Wrote the values to ../logs/NLI/qqp_berts/qqp_interpol@34110steps/interpol_qqp_validation8.pkl!