diff --git "a/qqp_interpol@34110steps/19331483_interpolate_models.out" "b/qqp_interpol@34110steps/19331483_interpolate_models.out" new file mode 100644--- /dev/null +++ "b/qqp_interpol@34110steps/19331483_interpolate_models.out" @@ -0,0 +1,12795 @@ +Mon May 9 16:43:24 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 40C P8 15W / 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 .9Y83MW9KK4PVPD756AXO, 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 +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 +Creating .4NX4GQ1O88N0ZPDDRQQG, 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 76 and 83: 22.14041519165039. +Interpolating between 76 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 0.2431 0.9102 0.8757 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2329 0.9082 0.8740 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2291 0.9082 0.8740 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2288 0.9141 0.8824 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2283 0.9141 0.8817 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2266 0.9102 0.8750 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2260 0.9141 0.8798 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2327 0.9141 0.8791 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2524 0.9102 0.8736 +Completed interpolation from 76 to 83 +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 +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 +Creating .GHQQYHXACO0WRM3SIJYA, 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 76 and 84: 21.592077255249023. +Interpolating between 76 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 0.2505 0.9219 0.8913 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2367 0.9082 0.8740 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2336 0.9121 0.8806 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2353 0.9102 0.8789 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2346 0.9082 0.8760 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2297 0.9082 0.8753 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2281 0.9121 0.8787 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2350 0.9102 0.8750 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2524 0.9102 0.8736 +Completed interpolation from 76 to 84 +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 +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 +Creating .RCPKCXWLAFVL6BXNXHLB, 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 76 and 85: 22.201915740966797. +Interpolating between 76 and 85 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2756 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2648 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2573 0.9102 0.8750 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2529 0.9102 0.8757 +[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 0.2493 0.9102 0.8757 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2439 0.9141 0.8804 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2371 0.9141 0.8804 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2390 0.9180 0.8852 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2524 0.9102 0.8736 +Completed interpolation from 76 to 85 +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 +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 +Creating .65XVDMZMSRV4LY6LZDSW, 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 76 and 86: 21.614463806152344. +Interpolating between 76 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 0.2598 0.9023 0.8619 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2443 0.9043 0.8650 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2392 0.9043 0.8650 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2413 0.9023 0.8626 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2410 0.8965 0.8548 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2355 0.8984 0.8579 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2326 0.9082 0.8705 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2374 0.9121 0.8760 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2524 0.9102 0.8736 +Completed interpolation from 76 to 86 +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 +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 +Creating .DC173OLF5ZQ7L43VA6MR, 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 76 and 87: 22.0451717376709. +Interpolating between 76 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 0.2423 0.9062 0.8674 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2385 0.9141 0.8804 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2396 0.9102 0.8757 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2460 0.9082 0.8740 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2548 0.9062 0.8717 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2534 0.9043 0.8686 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2458 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2451 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2524 0.9102 0.8736 +Completed interpolation from 76 to 87 +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 +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 +Creating .J5PPTAB4MJEPOOKR40DY, 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 76 and 88: 22.188440322875977. +Interpolating between 76 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 0.2357 0.9180 0.8846 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2285 0.9180 0.8840 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2272 0.9141 0.8785 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2315 0.9082 0.8712 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2344 0.9082 0.8712 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2340 0.9102 0.8743 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2338 0.9160 0.8828 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2388 0.9121 0.8767 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2524 0.9102 0.8736 +Completed interpolation from 76 to 88 +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 +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 +Creating .H0ADSSX28784PKY2V1AY, 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 76 and 89: 22.264270782470703. +Interpolating between 76 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 0.2599 0.9043 0.8665 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2485 0.9043 0.8672 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2443 0.9004 0.8625 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2465 0.9023 0.8649 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2495 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2450 0.9043 0.8658 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2383 0.9102 0.8736 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2393 0.9160 0.8822 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2524 0.9102 0.8736 +Completed interpolation from 76 to 89 +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 +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 +Creating .2WXW1DYCXZ8ZB5CAMYWB, 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 76 and 90: 22.099552154541016. +Interpolating between 76 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 0.2425 0.9180 0.8846 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2345 0.9160 0.8835 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2342 0.9141 0.8811 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2394 0.9141 0.8811 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2432 0.9121 0.8780 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2428 0.9102 0.8750 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2395 0.9121 0.8767 +[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 0.2524 0.9102 0.8736 +Completed interpolation from 76 to 90 +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 +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 +Creating .REXPADPRW128J7BJ6WCL, 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 76 and 91: 22.01667022705078. +Interpolating between 76 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 0.2614 0.9062 0.8696 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2498 0.9062 0.8703 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2439 0.9062 0.8710 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2419 0.9082 0.8740 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2402 0.9082 0.8747 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2380 0.9062 0.8717 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2363 0.9082 0.8726 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2402 0.9121 0.8767 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2524 0.9102 0.8736 +Completed interpolation from 76 to 91 +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 +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 +Creating .MRC8FBANG4H75KUO4RKL, 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 76 and 92: 21.985151290893555. +Interpolating between 76 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 0.2485 0.9121 0.8760 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2280 0.9121 0.8774 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2260 0.9121 0.8780 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2334 0.9141 0.8817 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2351 0.9121 0.8800 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2300 0.9082 0.8740 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2292 0.9062 0.8703 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2371 0.9102 0.8750 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2524 0.9102 0.8736 +Completed interpolation from 76 to 92 +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 +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 +Creating .DNH7LMV7HU0OSQIYASHA, 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 76 and 93: 21.51628875732422. +Interpolating between 76 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 0.2452 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2336 0.9062 0.8667 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2312 0.9004 0.8595 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2334 0.9023 0.8626 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2330 0.9082 0.8719 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2292 0.9082 0.8719 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2278 0.9121 0.8767 +[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 0.2524 0.9102 0.8736 +Completed interpolation from 76 to 93 +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 +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 +Creating .WI851OTIS7YJCQEC6H2L, 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 76 and 94: 23.005735397338867. +Interpolating between 76 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 0.2334 0.9043 0.8620 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2232 0.9102 0.8686 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2456 0.9062 0.8629 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2847 0.9082 0.8669 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2827 0.9043 0.8693 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2337 0.9141 0.8848 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2048 0.9160 0.8871 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2150 0.9082 0.8733 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2524 0.9102 0.8736 +Completed interpolation from 76 to 94 +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 +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 +Creating .LBY2ARLSNCQ7V0Z0CLCT, 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 76 and 95: 22.300687789916992. +Interpolating between 76 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 0.2493 0.9102 0.8750 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2442 0.9062 0.8723 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2428 0.9121 0.8819 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2456 0.9160 0.8877 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2454 0.9160 0.8877 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2383 0.9160 0.8865 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2320 0.9121 0.8800 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2361 0.9160 0.8835 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2524 0.9102 0.8736 +Completed interpolation from 76 to 95 +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 +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 +Creating .BLI9PXKLMI08OYMGBNOV, 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 76 and 96: 21.982669830322266. +Interpolating between 76 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 0.2521 0.9141 0.8804 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2399 0.9121 0.8787 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2369 0.9102 0.8763 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2379 0.9082 0.8740 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2382 0.9082 0.8740 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2342 0.9082 0.8733 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2297 0.9141 0.8804 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2349 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2524 0.9102 0.8736 +Completed interpolation from 76 to 96 +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 +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 +Creating .28HAW1J04FUGEG0U1RWV, 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 76 and 97: 21.451499938964844. +Interpolating between 76 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 0.2466 0.9062 0.8689 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2348 0.9062 0.8703 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2330 0.9062 0.8710 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2357 0.9004 0.8625 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2351 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 0.2316 0.9023 0.8649 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2379 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2524 0.9102 0.8736 +Completed interpolation from 76 to 97 +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 +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 +Creating .JS47JVCHFJ9LS3SQWA4T, 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 76 and 98: 22.124563217163086. +Interpolating between 76 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 0.2422 0.9102 0.8736 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2323 0.9121 0.8780 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2323 0.9121 0.8780 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2389 0.9082 0.8726 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2424 0.9102 0.8757 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2399 0.9082 0.8733 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2372 0.9121 0.8780 +[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 0.2524 0.9102 0.8736 +Completed interpolation from 76 to 98 +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 +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 +Creating .HCPKRE84M8Z34SH5ZIUM, 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 76 and 99: 22.419973373413086. +Interpolating between 76 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 0.2174 0.9082 0.8691 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2053 0.9141 0.8798 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2121 0.9141 0.8811 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2264 0.9141 0.8830 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2278 0.9102 0.8777 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2185 0.9102 0.8777 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2169 0.9121 0.8794 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2291 0.9141 0.8804 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2524 0.9102 0.8736 +Completed interpolation from 76 to 99 +Creating .YWI1OPNH2FQIJBPO9Q3A, 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 +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 +Creating .THM5E78HI9CPAFZ3BQGW, 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 77 and 78: 23.745738983154297. +Interpolating between 77 and 78 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2846 0.9004 0.8618 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2369 0.9043 0.8672 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2237 0.9062 0.8717 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2422 0.9023 0.8691 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2715 0.8945 0.8629 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2713 0.8945 0.8636 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2451 0.8945 0.8615 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2330 0.9023 0.8684 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2468 0.9043 0.8686 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2750 0.9043 0.8672 +Completed interpolation from 77 to 78 +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 +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 +Creating .WT1QOO98CZO6306KYHSG, 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 77 and 79: 21.462909698486328. +Interpolating between 77 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 0.2438 0.9199 0.8871 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2397 0.9199 0.8871 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2419 0.9141 0.8785 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2489 0.9023 0.8626 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2535 0.9043 0.8658 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2554 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2584 0.9004 0.8625 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2643 0.9043 0.8672 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2750 0.9043 0.8672 +Completed interpolation from 77 to 79 +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 +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 +Creating .4WLSXESM3W40WFSS7KYL, 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 77 and 80: 21.3247127532959. +Interpolating between 77 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 0.2493 0.9160 0.8809 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2429 0.9180 0.8846 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2412 0.9199 0.8883 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2435 0.9102 0.8757 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2469 0.9043 0.8679 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2501 0.9023 0.8656 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2555 0.9043 0.8679 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2631 0.9082 0.8726 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2750 0.9043 0.8672 +Completed interpolation from 77 to 80 +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 +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 +Creating .8V2BGJ812KQ6SFPR6ZUQ, 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 77 and 81: 21.557296752929688. +Interpolating between 77 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 0.2605 0.9102 0.8729 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2557 0.9043 0.8658 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2551 0.9062 0.8674 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2580 0.9023 0.8626 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2590 0.8984 0.8571 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2583 0.9023 0.8634 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2595 0.9062 0.8703 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2646 0.9082 0.8726 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2750 0.9043 0.8672 +Completed interpolation from 77 to 81 +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 +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 +Creating .EWLSV9O1C9KDH22UBZI5, 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 77 and 82: 23.352569580078125. +Interpolating between 77 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 0.2105 0.9141 0.8798 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2051 0.9082 0.8733 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2222 0.9102 0.8757 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2409 0.9062 0.8723 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2443 0.8926 0.8549 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2381 0.8984 0.8624 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2382 0.9004 0.8640 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2516 0.9023 0.8663 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2750 0.9043 0.8672 +Completed interpolation from 77 to 82 +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 +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 +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 77 and 83: 21.224214553833008. +Interpolating between 77 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 0.2518 0.9102 0.8736 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2471 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2459 0.9082 0.8719 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2466 0.9102 0.8750 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2469 0.9062 0.8703 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2473 0.9082 0.8733 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2520 0.9082 0.8726 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2602 0.9082 0.8726 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2750 0.9043 0.8672 +Completed interpolation from 77 to 83 +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 +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 +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 77 and 84: 21.385852813720703. +Interpolating between 77 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 0.2541 0.9199 0.8877 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2414 0.9141 0.8798 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2381 0.9062 0.8689 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2399 0.9043 0.8658 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2416 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2448 0.9062 0.8689 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2509 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2607 0.9062 0.8703 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2750 0.9043 0.8672 +Completed interpolation from 77 to 84 +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 +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 +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 77 and 85: 21.476362228393555. +Interpolating between 77 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 0.2674 0.9102 0.8736 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2624 0.9121 0.8767 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2608 0.9102 0.8743 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2608 0.9023 0.8641 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2601 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2584 0.9043 0.8665 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2596 0.9062 0.8710 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2648 0.9062 0.8710 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2750 0.9043 0.8672 +Completed interpolation from 77 to 85 +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 +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 +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 77 and 86: 22.04661750793457. +Interpolating between 77 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 0.2645 0.8984 0.8556 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2516 0.9023 0.8611 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2473 0.8965 0.8540 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2482 0.8965 0.8540 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2478 0.8965 0.8540 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2462 0.8984 0.8579 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2506 0.9004 0.8618 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2604 0.9023 0.8641 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2750 0.9043 0.8672 +Completed interpolation from 77 to 86 +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 +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 +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 77 and 87: 21.310184478759766. +Interpolating between 77 and 87 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2546 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2456 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2420 0.9023 0.8611 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2441 0.9004 0.8587 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2483 0.9082 0.8712 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2536 0.9062 0.8681 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2578 0.9102 0.8743 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2608 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2656 0.9082 0.8726 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2750 0.9043 0.8672 +Completed interpolation from 77 to 87 +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 +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 +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 77 and 88: 21.775684356689453. +Interpolating between 77 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 0.2404 0.9102 0.8729 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2379 0.9102 0.8729 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2425 0.9023 0.8619 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2490 0.8945 0.8516 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2524 0.8945 0.8525 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2528 0.9004 0.8610 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2553 0.9023 0.8649 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2620 0.9062 0.8703 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2750 0.9043 0.8672 +Completed interpolation from 77 to 88 +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 +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 +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 77 and 89: 21.721633911132812. +Interpolating between 77 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 0.2664 0.9102 0.8736 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2598 0.9062 0.8689 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2589 0.9043 0.8658 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2609 0.9023 0.8626 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2606 0.8984 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2585 0.8984 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2587 0.9062 0.8703 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2636 0.9062 0.8696 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2750 0.9043 0.8672 +Completed interpolation from 77 to 89 +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 +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 +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 77 and 90: 21.251211166381836. +Interpolating between 77 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 0.2459 0.9180 0.8840 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2397 0.9199 0.8871 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2385 0.9180 0.8846 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2425 0.9121 0.8767 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2464 0.9102 0.8743 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2503 0.9062 0.8696 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2557 0.9062 0.8703 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2627 0.9043 0.8672 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2750 0.9043 0.8672 +Completed interpolation from 77 to 90 +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 +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 +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 77 and 91: 21.228357315063477. +Interpolating between 77 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 0.2673 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2608 0.9043 0.8672 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2590 0.9023 0.8649 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2584 0.9004 0.8625 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2557 0.9023 0.8656 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2531 0.9004 0.8633 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2558 0.9043 0.8686 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2629 0.9062 0.8710 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2750 0.9043 0.8672 +Completed interpolation from 77 to 91 +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 +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 +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 77 and 92: 22.782835006713867. +Interpolating between 77 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 0.2569 0.9062 0.8667 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2438 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2430 0.9082 0.8712 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2489 0.9043 0.8665 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2501 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2481 0.9023 0.8656 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2516 0.9023 0.8656 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2614 0.9062 0.8710 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2750 0.9043 0.8672 +Completed interpolation from 77 to 92 +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 +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 +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 77 and 93: 21.58919334411621. +Interpolating between 77 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 0.2566 0.9121 0.8747 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2531 0.9062 0.8674 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2545 0.9043 0.8650 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2565 0.9062 0.8689 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2573 0.9004 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2573 0.8984 0.8595 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2596 0.9004 0.8625 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2650 0.9023 0.8656 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2750 0.9043 0.8672 +Completed interpolation from 77 to 93 +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 +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 +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 77 and 94: 23.872602462768555. +Interpolating between 77 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 0.2304 0.9062 0.8644 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2246 0.9062 0.8636 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2629 0.9023 0.8596 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3248 0.9023 0.8684 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3371 0.8750 0.8454 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2748 0.8887 0.8593 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2283 0.8965 0.8623 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2340 0.9023 0.8663 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2750 0.9043 0.8672 +Completed interpolation from 77 to 94 +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 +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 +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 77 and 95: 21.1232967376709. +Interpolating between 77 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 0.2472 0.9160 0.8815 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2387 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2357 0.9062 0.8696 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2372 0.9062 0.8703 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2413 0.9043 0.8679 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2454 0.9023 0.8656 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2519 0.9023 0.8663 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2612 0.9062 0.8710 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2750 0.9043 0.8672 +Completed interpolation from 77 to 95 +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 +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 +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 77 and 96: 21.28083038330078. +Interpolating between 77 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 0.2645 0.9160 0.8828 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2612 0.9141 0.8804 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2642 0.9043 0.8679 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2701 0.9043 0.8679 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2731 0.9043 0.8679 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2724 0.9043 0.8679 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2707 0.9062 0.8703 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2701 0.9062 0.8703 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2750 0.9043 0.8672 +Completed interpolation from 77 to 96 +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 +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 +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 77 and 97: 21.79755401611328. +Interpolating between 77 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 0.2526 0.8984 0.8564 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2455 0.8984 0.8587 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2480 0.9043 0.8693 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2549 0.9062 0.8717 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2590 0.9043 0.8700 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2585 0.9004 0.8640 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2618 0.9004 0.8640 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2671 0.9043 0.8679 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2750 0.9043 0.8672 +Completed interpolation from 77 to 97 +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 +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 +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 77 and 98: 21.64824867248535. +Interpolating between 77 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 0.2441 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2380 0.9062 0.8689 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2396 0.9023 0.8626 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2436 0.9004 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2470 0.8984 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2485 0.9004 0.8618 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2540 0.8984 0.8595 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2621 0.9023 0.8649 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2750 0.9043 0.8672 +Completed interpolation from 77 to 98 +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 +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 +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 77 and 99: 23.324485778808594. +Interpolating between 77 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 0.2217 0.9082 0.8691 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2117 0.9141 0.8798 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2226 0.9082 0.8740 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2385 0.9082 0.8753 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2410 0.9043 0.8714 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2353 0.9023 0.8684 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2382 0.9004 0.8647 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2533 0.9023 0.8663 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2750 0.9043 0.8672 +Completed interpolation from 77 to 99 +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 +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 +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 78 and 79: 24.025089263916016. +Interpolating between 78 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 0.2305 0.9238 0.8949 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2282 0.9102 0.8796 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2405 0.8965 0.8638 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2704 0.8965 0.8645 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2914 0.8945 0.8622 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2593 0.9043 0.8700 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2266 0.9043 0.8693 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2344 0.9023 0.8649 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2846 0.9004 0.8618 +Completed interpolation from 78 to 79 +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 +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 +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 78 and 80: 23.998451232910156. +Interpolating between 78 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 0.2322 0.9160 0.8835 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2221 0.9121 0.8813 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2427 0.8945 0.8622 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2776 0.8867 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2897 0.8965 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2544 0.9023 0.8711 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2224 0.9102 0.8770 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2311 0.9023 0.8649 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2846 0.9004 0.8618 +Completed interpolation from 78 to 80 +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 +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 +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 78 and 81: 23.981704711914062. +Interpolating between 78 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 0.2413 0.9082 0.8733 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2260 0.9062 0.8723 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2332 0.9023 0.8698 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2633 0.9062 0.8743 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2840 0.8965 0.8571 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2566 0.9082 0.8733 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2280 0.9062 0.8703 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2353 0.9023 0.8649 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2846 0.9004 0.8618 +Completed interpolation from 78 to 81 +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 +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 +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 78 and 82: 21.081390380859375. +Interpolating between 78 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 0.2140 0.9062 0.8681 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2033 0.9062 0.8689 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2099 0.9043 0.8672 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2248 0.9062 0.8703 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2299 0.9043 0.8679 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2234 0.9004 0.8625 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2247 0.9023 0.8649 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2449 0.9023 0.8641 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2846 0.9004 0.8618 +Completed interpolation from 78 to 82 +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 +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 +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 78 and 83: 23.980958938598633. +Interpolating between 78 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 0.2325 0.9082 0.8747 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2254 0.9004 0.8675 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2514 0.8984 0.8687 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2971 0.8750 0.8439 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3014 0.8965 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2561 0.9023 0.8698 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2222 0.9121 0.8794 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2325 0.9043 0.8672 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2846 0.9004 0.8618 +Completed interpolation from 78 to 83 +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 +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 +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 78 and 84: 23.11648178100586. +Interpolating between 78 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 0.2425 0.9082 0.8740 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2284 0.9062 0.8730 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2333 0.9023 0.8718 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2467 0.9023 0.8718 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2490 0.9023 0.8705 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2346 0.9102 0.8796 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2266 0.9023 0.8670 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2418 0.9043 0.8679 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2846 0.9004 0.8618 +Completed interpolation from 78 to 84 +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 +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 +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 78 and 85: 24.064773559570312. +Interpolating between 78 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 0.2509 0.9121 0.8780 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2385 0.9141 0.8830 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2453 0.8984 0.8660 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2734 0.8867 0.8543 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2875 0.8906 0.8586 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2544 0.9082 0.8760 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2245 0.9062 0.8710 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2341 0.9023 0.8649 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2846 0.9004 0.8618 +Completed interpolation from 78 to 85 +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 +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 +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 78 and 86: 23.107900619506836. +Interpolating between 78 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 0.2493 0.9023 0.8619 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2273 0.9043 0.8650 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2228 0.9004 0.8603 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2363 0.9004 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2420 0.9082 0.8676 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2296 0.9102 0.8715 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2235 0.9043 0.8650 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2399 0.9023 0.8634 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2846 0.9004 0.8618 +Completed interpolation from 78 to 86 +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 +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 +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 78 and 87: 23.907760620117188. +Interpolating between 78 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 0.2320 0.9082 0.8726 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2257 0.9062 0.8730 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2368 0.9082 0.8792 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2638 0.8887 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2723 0.8887 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2466 0.9082 0.8760 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2254 0.9043 0.8693 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2366 0.9043 0.8672 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2846 0.9004 0.8618 +Completed interpolation from 78 to 87 +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 +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 +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 78 and 88: 23.958316802978516. +Interpolating between 78 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 0.2250 0.9160 0.8828 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2170 0.9160 0.8835 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2338 0.9141 0.8848 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2706 0.9121 0.8837 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2897 0.9082 0.8773 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2548 0.9082 0.8747 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2220 0.9062 0.8710 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2319 0.9023 0.8649 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2846 0.9004 0.8618 +Completed interpolation from 78 to 88 +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 +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 +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 78 and 89: 24.06049346923828. +Interpolating between 78 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 0.2512 0.9043 0.8679 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2347 0.9023 0.8670 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2400 0.9023 0.8670 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2796 0.8984 0.8617 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3135 0.8965 0.8571 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2715 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2262 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2316 0.9043 0.8672 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2846 0.9004 0.8618 +Completed interpolation from 78 to 89 +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 +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 +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 78 and 90: 23.980493545532227. +Interpolating between 78 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 0.2297 0.9199 0.8889 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2196 0.9141 0.8824 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2276 0.9082 0.8773 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2514 0.9004 0.8675 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2604 0.9062 0.8730 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2387 0.9102 0.8770 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2216 0.9102 0.8763 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2341 0.9043 0.8672 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2846 0.9004 0.8618 +Completed interpolation from 78 to 90 +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 +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 +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 78 and 91: 23.842430114746094. +Interpolating between 78 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 0.2499 0.9062 0.8703 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2393 0.9023 0.8698 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2569 0.8926 0.8628 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2884 0.8770 0.8475 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2902 0.8770 0.8460 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2501 0.9082 0.8779 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2215 0.9082 0.8740 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2317 0.9043 0.8672 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2846 0.9004 0.8618 +Completed interpolation from 78 to 91 +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 +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 +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 78 and 92: 21.94357681274414. +Interpolating between 78 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 0.2494 0.9062 0.8681 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2263 0.9062 0.8703 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2228 0.9062 0.8710 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2292 0.9062 0.8710 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2329 0.9043 0.8686 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2287 0.9023 0.8663 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2289 0.9023 0.8649 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2462 0.9004 0.8618 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2846 0.9004 0.8618 +Completed interpolation from 78 to 92 +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 +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 +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 78 and 93: 23.242610931396484. +Interpolating between 78 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 0.2365 0.9102 0.8750 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2260 0.9062 0.8730 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2349 0.8984 0.8660 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2556 0.9023 0.8724 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2576 0.9043 0.8747 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2362 0.9102 0.8796 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2226 0.9062 0.8717 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2369 0.9043 0.8679 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2846 0.9004 0.8618 +Completed interpolation from 78 to 93 +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 +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 +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 78 and 94: 20.782960891723633. +Interpolating between 78 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 0.2491 0.9043 0.8635 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2346 0.9043 0.8635 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2331 0.9062 0.8652 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2397 0.9082 0.8683 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2396 0.9082 0.8698 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2311 0.9062 0.8681 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2301 0.9043 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2475 0.9043 0.8672 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2846 0.9004 0.8618 +Completed interpolation from 78 to 94 +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 +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 +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 78 and 95: 24.077768325805664. +Interpolating between 78 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 0.2356 0.9102 0.8763 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2273 0.9102 0.8802 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2397 0.9004 0.8702 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2723 0.8809 0.8486 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2805 0.8887 0.8586 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2512 0.8984 0.8667 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2261 0.9062 0.8723 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2360 0.9043 0.8679 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2846 0.9004 0.8618 +Completed interpolation from 78 to 95 +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 +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 +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 78 and 96: 23.834197998046875. +Interpolating between 78 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 0.2457 0.9141 0.8804 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2389 0.9102 0.8796 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2616 0.8926 0.8615 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3006 0.8672 0.8357 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3076 0.8750 0.8454 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2630 0.9023 0.8731 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2261 0.9141 0.8842 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2329 0.9043 0.8679 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2846 0.9004 0.8618 +Completed interpolation from 78 to 96 +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 +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 +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 78 and 97: 23.030641555786133. +Interpolating between 78 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 0.2384 0.9043 0.8672 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2263 0.9062 0.8723 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2309 0.9043 0.8707 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2450 0.9023 0.8691 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2460 0.9004 0.8668 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2311 0.9023 0.8670 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2238 0.9082 0.8740 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2395 0.9004 0.8618 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2846 0.9004 0.8618 +Completed interpolation from 78 to 97 +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 +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 +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 78 and 98: 23.920637130737305. +Interpolating between 78 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 0.2350 0.9102 0.8757 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2236 0.9043 0.8693 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2338 0.9062 0.8723 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2621 0.8945 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2734 0.8945 0.8541 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2496 0.9004 0.8625 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2276 0.9043 0.8686 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2367 0.9023 0.8649 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2846 0.9004 0.8618 +Completed interpolation from 78 to 98 +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 +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 +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 78 and 99: 21.124752044677734. +Interpolating between 78 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 0.2243 0.9082 0.8698 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2126 0.9121 0.8767 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2132 0.9082 0.8719 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2199 0.9043 0.8679 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2239 0.9062 0.8710 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2236 0.9023 0.8656 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2289 0.9043 0.8679 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2482 0.9004 0.8618 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2846 0.9004 0.8618 +Completed interpolation from 78 to 99 +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 +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 +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 79 and 80: 21.265647888183594. +Interpolating between 79 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 0.2539 0.9160 0.8802 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2525 0.9219 0.8895 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2523 0.9160 0.8822 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2497 0.9180 0.8852 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2451 0.9199 0.8883 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2412 0.9238 0.8932 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2408 0.9199 0.8871 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2448 0.9160 0.8815 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2527 0.9180 0.8846 +Completed interpolation from 79 to 80 +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 +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 +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 79 and 81: 20.95182228088379. +Interpolating between 79 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 0.2543 0.9102 0.8729 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2446 0.9102 0.8736 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2384 0.9141 0.8798 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2348 0.9141 0.8798 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2329 0.9180 0.8852 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2322 0.9180 0.8852 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2341 0.9219 0.8907 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2404 0.9199 0.8877 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2527 0.9180 0.8846 +Completed interpolation from 79 to 81 +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 +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 +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 79 and 82: 23.651180267333984. +Interpolating between 79 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 0.2107 0.9121 0.8774 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2088 0.9141 0.8804 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2313 0.9102 0.8777 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2514 0.9043 0.8721 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2491 0.9043 0.8734 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2392 0.9004 0.8647 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2335 0.9160 0.8847 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2371 0.9199 0.8883 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2527 0.9180 0.8846 +Completed interpolation from 79 to 82 +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 +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 +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 79 and 83: 21.10472869873047. +Interpolating between 79 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 0.2489 0.9160 0.8822 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2404 0.9121 0.8774 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2354 0.9082 0.8719 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2322 0.9121 0.8774 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2298 0.9141 0.8798 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2284 0.9238 0.8932 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2317 0.9219 0.8907 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2396 0.9180 0.8846 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2527 0.9180 0.8846 +Completed interpolation from 79 to 83 +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 +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 +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 79 and 84: 21.93616485595703. +Interpolating between 79 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 0.2561 0.9219 0.8913 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2482 0.9160 0.8841 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2503 0.9121 0.8794 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2547 0.9121 0.8800 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2536 0.9121 0.8794 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2459 0.9160 0.8841 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2413 0.9199 0.8883 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2439 0.9180 0.8852 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2527 0.9180 0.8846 +Completed interpolation from 79 to 84 +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 +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 +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 79 and 85: 20.944549560546875. +Interpolating between 79 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 0.2622 0.9102 0.8736 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2525 0.9121 0.8774 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2454 0.9141 0.8804 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2398 0.9141 0.8804 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2349 0.9199 0.8889 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2327 0.9219 0.8907 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2338 0.9238 0.8932 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2401 0.9160 0.8822 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2527 0.9180 0.8846 +Completed interpolation from 79 to 85 +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 +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 +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 79 and 86: 21.883127212524414. +Interpolating between 79 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 0.2546 0.9004 0.8587 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2368 0.9062 0.8681 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2312 0.9062 0.8696 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2314 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2308 0.9082 0.8726 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2304 0.9121 0.8780 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2324 0.9180 0.8859 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2397 0.9199 0.8883 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2527 0.9180 0.8846 +Completed interpolation from 79 to 86 +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 +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 +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 79 and 87: 21.05074691772461. +Interpolating between 79 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 0.2447 0.9023 0.8611 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2394 0.9102 0.8736 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2372 0.9062 0.8674 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2359 0.9082 0.8705 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2347 0.9082 0.8712 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2347 0.9121 0.8760 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2369 0.9141 0.8791 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2426 0.9141 0.8785 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2527 0.9180 0.8846 +Completed interpolation from 79 to 87 +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 +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 +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 79 and 88: 21.14484977722168. +Interpolating between 79 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 0.2377 0.9160 0.8815 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2314 0.9199 0.8871 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2289 0.9141 0.8791 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2283 0.9121 0.8760 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2284 0.9102 0.8729 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2293 0.9121 0.8753 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2328 0.9141 0.8791 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2402 0.9160 0.8822 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2527 0.9180 0.8846 +Completed interpolation from 79 to 88 +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 +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 +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 79 and 89: 21.069326400756836. +Interpolating between 79 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 0.2662 0.9102 0.8750 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2568 0.9121 0.8780 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2502 0.9102 0.8750 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2462 0.9121 0.8774 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2432 0.9102 0.8743 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2415 0.9199 0.8871 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2418 0.9199 0.8871 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2433 0.9180 0.8846 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2527 0.9180 0.8846 +Completed interpolation from 79 to 89 +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 +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 +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 79 and 90: 21.067777633666992. +Interpolating between 79 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 0.2430 0.9121 0.8753 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2345 0.9141 0.8798 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2308 0.9180 0.8852 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2298 0.9160 0.8828 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2292 0.9180 0.8852 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2299 0.9199 0.8883 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2327 0.9199 0.8877 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2399 0.9160 0.8815 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2527 0.9180 0.8846 +Completed interpolation from 79 to 90 +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 +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 +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 79 and 91: 21.197105407714844. +Interpolating between 79 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 0.2640 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2559 0.9121 0.8774 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2517 0.9082 0.8726 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2481 0.9062 0.8696 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2438 0.9121 0.8774 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2407 0.9141 0.8791 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2413 0.9160 0.8822 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2453 0.9160 0.8822 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2527 0.9180 0.8846 +Completed interpolation from 79 to 91 +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 +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 +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 79 and 92: 23.1765079498291. +Interpolating between 79 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 0.2541 0.9062 0.8674 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2435 0.9043 0.8650 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2499 0.9062 0.8689 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2564 0.9121 0.8780 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2527 0.9082 0.8733 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2463 0.9121 0.8787 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2425 0.9160 0.8835 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2443 0.9199 0.8883 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2527 0.9180 0.8846 +Completed interpolation from 79 to 92 +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 +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 +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 79 and 93: 21.851938247680664. +Interpolating between 79 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 0.2600 0.9043 0.8620 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2595 0.9082 0.8683 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2671 0.9004 0.8563 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2699 0.9004 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2604 0.9004 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2493 0.9043 0.8643 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2440 0.9082 0.8705 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2455 0.9160 0.8815 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2527 0.9180 0.8846 +Completed interpolation from 79 to 93 +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 +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 +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 79 and 94: 24.082923889160156. +Interpolating between 79 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 0.2280 0.9062 0.8644 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2337 0.9023 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3037 0.8926 0.8378 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3919 0.8867 0.8314 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3436 0.8691 0.8337 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2522 0.8926 0.8615 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2214 0.9102 0.8796 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2228 0.9258 0.8978 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2527 0.9180 0.8846 +Completed interpolation from 79 to 94 +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 +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 +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 79 and 95: 21.314788818359375. +Interpolating between 79 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 0.2504 0.9102 0.8750 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2466 0.9043 0.8672 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2457 0.9023 0.8649 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2463 0.9023 0.8656 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2453 0.9023 0.8663 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2417 0.9141 0.8811 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2398 0.9180 0.8859 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2426 0.9180 0.8852 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2527 0.9180 0.8846 +Completed interpolation from 79 to 95 +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 +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 +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 79 and 96: 21.377290725708008. +Interpolating between 79 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 0.2679 0.9141 0.8791 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2699 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2773 0.9062 0.8674 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2785 0.9062 0.8674 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2684 0.9082 0.8705 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2555 0.9180 0.8840 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2484 0.9199 0.8871 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2476 0.9160 0.8815 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2527 0.9180 0.8846 +Completed interpolation from 79 to 96 +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 +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 +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 79 and 97: 21.972625732421875. +Interpolating between 79 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 0.2511 0.9023 0.8626 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2431 0.9043 0.8665 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2431 0.9043 0.8679 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2442 0.9062 0.8703 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2432 0.9102 0.8763 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2400 0.9102 0.8763 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2397 0.9160 0.8841 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2437 0.9199 0.8883 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2527 0.9180 0.8846 +Completed interpolation from 79 to 97 +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 +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 +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 79 and 98: 21.30581283569336. +Interpolating between 79 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 0.2398 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2303 0.9141 0.8811 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2286 0.9121 0.8787 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2290 0.9160 0.8847 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2290 0.9180 0.8877 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2283 0.9199 0.8901 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2310 0.9219 0.8919 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2384 0.9199 0.8883 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2527 0.9180 0.8846 +Completed interpolation from 79 to 98 +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 +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 +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 79 and 99: 23.64935302734375. +Interpolating between 79 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 0.2166 0.9082 0.8691 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2101 0.9121 0.8767 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2349 0.9160 0.8828 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2560 0.9043 0.8693 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2461 0.9004 0.8661 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2331 0.9062 0.8723 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2300 0.9180 0.8865 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2370 0.9219 0.8913 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2527 0.9180 0.8846 +Completed interpolation from 79 to 99 +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 +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 +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 80 and 81: 21.373443603515625. +Interpolating between 80 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 0.2605 0.9062 0.8674 +[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 0.2532 0.9062 0.8667 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2518 0.9062 0.8667 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2489 0.9121 0.8753 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2460 0.9160 0.8815 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2458 0.9180 0.8840 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2508 0.9160 0.8809 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2608 0.9180 0.8833 +Completed interpolation from 80 to 81 +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 +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 +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 80 and 82: 23.61929702758789. +Interpolating between 80 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 0.2088 0.9121 0.8774 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2013 0.9160 0.8847 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2158 0.9141 0.8824 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2292 0.9062 0.8737 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2303 0.9121 0.8813 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2202 0.9160 0.8853 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2224 0.9199 0.8895 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2361 0.9199 0.8877 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2608 0.9180 0.8833 +Completed interpolation from 80 to 82 +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 +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 +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 80 and 83: 21.215103149414062. +Interpolating between 80 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 0.2495 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2415 0.9102 0.8750 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2370 0.9082 0.8726 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2343 0.9180 0.8859 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2325 0.9219 0.8907 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2316 0.9219 0.8901 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2356 0.9219 0.8895 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2453 0.9219 0.8895 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2608 0.9180 0.8833 +Completed interpolation from 80 to 83 +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 +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 +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 80 and 84: 21.799949645996094. +Interpolating between 80 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 0.2554 0.9199 0.8877 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2447 0.9160 0.8828 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2410 0.9141 0.8811 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2399 0.9141 0.8824 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2389 0.9199 0.8901 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2379 0.9199 0.8889 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2405 0.9219 0.8907 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2477 0.9219 0.8901 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2608 0.9180 0.8833 +Completed interpolation from 80 to 84 +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 +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 +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 80 and 85: 21.328805923461914. +Interpolating between 80 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 0.2685 0.9102 0.8736 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2642 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2623 0.9043 0.8650 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2608 0.9043 0.8643 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2570 0.9062 0.8674 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2516 0.9121 0.8753 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2494 0.9141 0.8771 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2521 0.9199 0.8864 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2608 0.9180 0.8833 +Completed interpolation from 80 to 85 +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 +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 +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 80 and 86: 22.08877182006836. +Interpolating between 80 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 0.2621 0.8984 0.8547 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2488 0.9023 0.8611 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2453 0.9043 0.8635 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2456 0.9023 0.8611 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2425 0.9004 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2369 0.9082 0.8698 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2393 0.9121 0.8760 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2473 0.9121 0.8760 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2608 0.9180 0.8833 +Completed interpolation from 80 to 86 +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 +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 +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 80 and 87: 21.354726791381836. +Interpolating between 80 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 0.2487 0.9004 0.8579 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2475 0.9043 0.8643 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2509 0.9102 0.8722 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2568 0.9141 0.8778 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2618 0.9102 0.8722 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2633 0.9082 0.8698 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2607 0.9121 0.8747 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2581 0.9141 0.8778 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2608 0.9180 0.8833 +Completed interpolation from 80 to 87 +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 +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 +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 80 and 88: 21.465147018432617. +Interpolating between 80 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 0.2399 0.9102 0.8729 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2355 0.9160 0.8802 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2347 0.9180 0.8833 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2359 0.9160 0.8809 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2359 0.9160 0.8802 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2359 0.9141 0.8778 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2400 0.9141 0.8778 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2487 0.9180 0.8833 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2608 0.9180 0.8833 +Completed interpolation from 80 to 88 +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 +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 +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 80 and 89: 21.40192985534668. +Interpolating between 80 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 0.8736 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2629 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2619 0.9062 0.8689 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2617 0.9062 0.8681 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2593 0.9043 0.8650 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2552 0.9141 0.8785 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2511 0.9180 0.8833 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2520 0.9219 0.8889 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2608 0.9180 0.8833 +Completed interpolation from 80 to 89 +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 +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 +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 80 and 90: 21.246868133544922. +Interpolating between 80 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 0.2487 0.9160 0.8809 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2442 0.9199 0.8871 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2449 0.9160 0.8822 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2484 0.9160 0.8822 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2515 0.9180 0.8859 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2521 0.9180 0.8846 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2503 0.9238 0.8926 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2528 0.9199 0.8871 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2608 0.9180 0.8833 +Completed interpolation from 80 to 90 +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 +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 +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 80 and 91: 21.24930763244629. +Interpolating between 80 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 0.2638 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2546 0.9121 0.8774 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2511 0.9141 0.8804 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2478 0.9160 0.8835 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2433 0.9199 0.8883 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2402 0.9180 0.8852 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2424 0.9219 0.8901 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2486 0.9219 0.8901 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2608 0.9180 0.8833 +Completed interpolation from 80 to 91 +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 +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 +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 80 and 92: 23.088048934936523. +Interpolating between 80 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 0.2519 0.9102 0.8729 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2375 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2371 0.9141 0.8804 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2414 0.9180 0.8871 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2398 0.9121 0.8794 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2375 0.9141 0.8811 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2392 0.9199 0.8889 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2465 0.9199 0.8877 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2608 0.9180 0.8833 +Completed interpolation from 80 to 92 +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 +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 +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 80 and 93: 21.763431549072266. +Interpolating between 80 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 0.2542 0.9062 0.8652 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2482 0.9102 0.8722 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2469 0.9062 0.8674 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2453 0.9102 0.8729 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2411 0.9141 0.8791 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2381 0.9160 0.8822 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2398 0.9180 0.8846 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2470 0.9199 0.8871 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2608 0.9180 0.8833 +Completed interpolation from 80 to 93 +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 +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 +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 80 and 94: 24.06313133239746. +Interpolating between 80 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 0.2294 0.9062 0.8644 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2255 0.9023 0.8588 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2657 0.8926 0.8459 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3278 0.9062 0.8756 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3298 0.8770 0.8482 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2615 0.8828 0.8537 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2189 0.9043 0.8721 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2234 0.9199 0.8895 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2608 0.9180 0.8833 +Completed interpolation from 80 to 94 +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 +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 +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 80 and 95: 21.287155151367188. +Interpolating between 80 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 0.2499 0.9121 0.8774 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2434 0.9121 0.8774 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2416 0.9121 0.8780 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2448 0.9121 0.8787 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2470 0.9082 0.8733 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2457 0.9141 0.8811 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2458 0.9219 0.8907 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2505 0.9199 0.8871 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2608 0.9180 0.8833 +Completed interpolation from 80 to 95 +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 +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 +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 80 and 96: 21.211322784423828. +Interpolating between 80 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 0.2598 0.9160 0.8828 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2512 0.9121 0.8780 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2466 0.9141 0.8811 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2440 0.9141 0.8817 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2423 0.9141 0.8804 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2410 0.9121 0.8767 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2421 0.9180 0.8846 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2483 0.9199 0.8871 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2608 0.9180 0.8833 +Completed interpolation from 80 to 96 +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 +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 +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 80 and 97: 21.955089569091797. +Interpolating between 80 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 0.2520 0.9043 0.8658 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2435 0.9102 0.8757 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2432 0.9102 0.8757 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2459 0.9121 0.8787 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2472 0.9102 0.8763 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2463 0.9121 0.8787 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2469 0.9180 0.8859 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2510 0.9199 0.8871 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2608 0.9180 0.8833 +Completed interpolation from 80 to 97 +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 +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 +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 80 and 98: 21.472734451293945. +Interpolating between 80 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 0.2441 0.9062 0.8674 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2356 0.9062 0.8681 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2340 0.9062 0.8689 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2346 0.9082 0.8719 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2348 0.9121 0.8774 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2346 0.9160 0.8815 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2370 0.9180 0.8846 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2468 0.9199 0.8871 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2608 0.9180 0.8833 +Completed interpolation from 80 to 98 +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 +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 +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 80 and 99: 23.589128494262695. +Interpolating between 80 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 0.2180 0.9141 0.8785 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2079 0.9141 0.8804 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2203 0.9199 0.8907 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2373 0.9141 0.8854 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2363 0.9082 0.8779 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2255 0.9180 0.8895 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2255 0.9180 0.8865 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2378 0.9199 0.8883 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2608 0.9180 0.8833 +Completed interpolation from 80 to 99 +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 +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 +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 81 and 82: 23.618087768554688. +Interpolating between 81 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 0.2092 0.9102 0.8750 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2071 0.9082 0.8740 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2297 0.9082 0.8740 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2503 0.9023 0.8670 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2444 0.9043 0.8693 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2338 0.9043 0.8665 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2370 0.9004 0.8610 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2502 0.9062 0.8674 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2687 0.9062 0.8681 +Completed interpolation from 81 to 82 +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 +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 +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 81 and 83: 21.258317947387695. +Interpolating between 81 and 83 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2618 0.9082 0.8705 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2503 0.9062 0.8696 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2441 0.9062 0.8703 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2423 0.9082 0.8719 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2427 0.9082 0.8719 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2429 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2432 0.9043 0.8658 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2469 0.9082 0.8712 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2553 0.9082 0.8705 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2687 0.9062 0.8681 +Completed interpolation from 81 to 83 +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 +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 +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 81 and 84: 21.947175979614258. +Interpolating between 81 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 0.2551 0.9160 0.8815 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2459 0.9141 0.8798 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2462 0.9141 0.8811 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2495 0.9141 0.8811 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2507 0.9102 0.8743 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2504 0.9102 0.8729 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2521 0.9082 0.8698 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2582 0.9082 0.8698 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2687 0.9062 0.8681 +Completed interpolation from 81 to 84 +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 +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 +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 81 and 85: 21.0826473236084. +Interpolating between 81 and 85 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2756 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2676 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2625 0.9121 0.8767 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2595 0.9082 0.8719 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2572 0.9062 0.8689 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2545 0.9043 0.8658 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2527 0.9043 0.8650 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2533 0.9082 0.8712 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2582 0.9082 0.8705 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2687 0.9062 0.8681 +Completed interpolation from 81 to 85 +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 +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 +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 81 and 86: 21.724525451660156. +Interpolating between 81 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 0.2576 0.9023 0.8611 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2403 0.9004 0.8587 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2332 0.9043 0.8658 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2317 0.9023 0.8634 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2310 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2314 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2367 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2493 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2687 0.9062 0.8681 +Completed interpolation from 81 to 86 +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 +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 +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 81 and 87: 21.165685653686523. +Interpolating between 81 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 0.2457 0.9062 0.8674 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2444 0.9062 0.8689 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2453 0.9062 0.8689 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2469 0.9023 0.8634 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2481 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2491 0.9004 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2518 0.9062 0.8674 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2574 0.9082 0.8698 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2687 0.9062 0.8681 +Completed interpolation from 81 to 87 +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 +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 +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 81 and 88: 21.02175521850586. +Interpolating between 81 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 0.2404 0.9141 0.8791 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2359 0.9160 0.8815 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2342 0.9141 0.8791 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2341 0.9141 0.8798 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2357 0.9102 0.8743 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2389 0.9082 0.8712 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2445 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2540 0.9043 0.8650 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2687 0.9062 0.8681 +Completed interpolation from 81 to 88 +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 +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 +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 81 and 89: 20.99799346923828. +Interpolating between 81 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 0.2633 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2532 0.9102 0.8750 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2477 0.9043 0.8665 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2455 0.9023 0.8641 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2446 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2455 0.9062 0.8689 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2496 0.9023 0.8626 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2569 0.9062 0.8674 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2687 0.9062 0.8681 +Completed interpolation from 81 to 89 +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 +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 +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 81 and 90: 21.100263595581055. +Interpolating between 81 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 0.2418 0.9141 0.8778 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2335 0.9121 0.8760 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2310 0.9219 0.8913 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2314 0.9199 0.8883 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2331 0.9199 0.8883 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2367 0.9180 0.8846 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2434 0.9102 0.8729 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2539 0.9082 0.8698 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2687 0.9062 0.8681 +Completed interpolation from 81 to 90 +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 +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 +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 81 and 91: 21.308860778808594. +Interpolating between 81 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 0.2640 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2554 0.9062 0.8696 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2519 0.9062 0.8703 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2501 0.9062 0.8703 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2473 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2465 0.9082 0.8719 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2492 0.9043 0.8658 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2566 0.9102 0.8736 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2687 0.9062 0.8681 +Completed interpolation from 81 to 91 +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 +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 +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 81 and 92: 23.150083541870117. +Interpolating between 81 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 0.2496 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2363 0.9062 0.8681 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2429 0.9082 0.8705 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2527 0.9043 0.8665 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2521 0.9004 0.8603 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2481 0.8984 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2499 0.9004 0.8595 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2570 0.9043 0.8650 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2687 0.9062 0.8681 +Completed interpolation from 81 to 92 +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 +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 +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 81 and 93: 21.946496963500977. +Interpolating between 81 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 0.2589 0.9043 0.8627 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2586 0.8945 0.8500 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2651 0.8867 0.8389 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2708 0.8906 0.8453 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2700 0.8945 0.8500 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2638 0.9023 0.8619 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2609 0.9102 0.8722 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2625 0.9102 0.8729 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2687 0.9062 0.8681 +Completed interpolation from 81 to 93 +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 +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 +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 81 and 94: 24.018278121948242. +Interpolating between 81 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 0.9023 0.8588 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2341 0.9043 0.8588 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2978 0.8848 0.8218 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3768 0.8594 0.7662 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3177 0.8945 0.8533 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2402 0.8965 0.8623 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2213 0.9023 0.8677 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2342 0.9023 0.8649 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2687 0.9062 0.8681 +Completed interpolation from 81 to 94 +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 +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 +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 81 and 95: 21.44264793395996. +Interpolating between 81 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 0.2475 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 0.2404 0.9160 0.8835 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2436 0.9082 0.8740 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2459 0.9062 0.8703 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2457 0.9062 0.8689 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2486 0.9043 0.8658 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2561 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2687 0.9062 0.8681 +Completed interpolation from 81 to 95 +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 +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 +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 81 and 96: 21.539243698120117. +Interpolating between 81 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 0.2674 0.9141 0.8791 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2695 0.9141 0.8791 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2779 0.9023 0.8626 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2826 0.9023 0.8619 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2803 0.9004 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2719 0.9004 0.8595 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2661 0.9043 0.8643 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2655 0.9102 0.8722 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2687 0.9062 0.8681 +Completed interpolation from 81 to 96 +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 +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 +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 81 and 97: 22.017419815063477. +Interpolating between 81 and 97 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2718 0.9043 0.8650 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2513 0.9043 0.8665 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2427 0.9102 0.8757 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2429 0.9102 0.8757 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2467 0.9043 0.8679 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2480 0.9004 0.8618 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2476 0.8984 0.8595 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2498 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2571 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2687 0.9062 0.8681 +Completed interpolation from 81 to 97 +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 +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 +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 81 and 98: 21.15990447998047. +Interpolating between 81 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 0.2436 0.9102 0.8729 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2357 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2343 0.9062 0.8696 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2355 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2373 0.9004 0.8618 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2400 0.9043 0.8665 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2453 0.9043 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2546 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2687 0.9062 0.8681 +Completed interpolation from 81 to 98 +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 +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 +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 81 and 99: 23.63304328918457. +Interpolating between 81 and 99 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2525 0.9121 0.8747 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2182 0.9082 0.8691 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2151 0.9121 0.8760 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2451 0.9102 0.8736 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2730 0.9062 0.8689 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2555 0.9004 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2351 0.8984 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2351 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2484 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2687 0.9062 0.8681 +Completed interpolation from 81 to 99 +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 +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 +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 82 and 83: 23.552440643310547. +Interpolating between 82 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 0.2428 0.9082 0.8733 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2338 0.9023 0.8670 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2356 0.9023 0.8677 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2448 0.8984 0.8639 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2459 0.8984 0.8646 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2232 0.9082 0.8753 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2033 0.9102 0.8763 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2084 0.9102 0.8750 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.9121 0.8760 +Completed interpolation from 82 to 83 +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 +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 +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 82 and 84: 22.59565544128418. +Interpolating between 82 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 0.2451 0.9180 0.8859 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2265 0.9141 0.8824 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2197 0.9141 0.8830 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2202 0.9102 0.8789 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2184 0.9121 0.8806 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2089 0.9121 0.8800 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2027 0.9141 0.8811 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2128 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.9121 0.8760 +Completed interpolation from 82 to 84 +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 +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 +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 82 and 85: 23.70075798034668. +Interpolating between 82 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 0.2593 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2508 0.9082 0.8726 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2511 0.9023 0.8663 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2553 0.8926 0.8549 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2519 0.8945 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2297 0.9160 0.8859 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2079 0.9141 0.8811 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2111 0.9121 0.8780 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.9121 0.8760 +Completed interpolation from 82 to 85 +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 +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 +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 82 and 86: 22.68895721435547. +Interpolating between 82 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 0.2531 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2333 0.9062 0.8674 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2265 0.8984 0.8571 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2307 0.9004 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2301 0.9062 0.8696 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2150 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2036 0.9082 0.8712 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2115 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.9121 0.8760 +Completed interpolation from 82 to 86 +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 +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 +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 82 and 87: 23.529998779296875. +Interpolating between 82 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 0.2360 0.9121 0.8774 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2283 0.9102 0.8770 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2299 0.9102 0.8770 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2410 0.9023 0.8677 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2434 0.9023 0.8677 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2286 0.9062 0.8717 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2127 0.9160 0.8841 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2161 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.9121 0.8760 +Completed interpolation from 82 to 87 +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 +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 +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 82 and 88: 23.605798721313477. +Interpolating between 82 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 0.2312 0.9180 0.8852 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2253 0.9102 0.8750 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2295 0.9004 0.8618 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2416 0.9023 0.8663 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2451 0.9121 0.8813 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2248 0.9102 0.8777 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2048 0.9160 0.8847 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2098 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.9121 0.8760 +Completed interpolation from 82 to 88 +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 +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 +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 82 and 89: 23.6582088470459. +Interpolating between 82 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 0.2610 0.9062 0.8703 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2511 0.8965 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2511 0.8965 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2584 0.8906 0.8519 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2588 0.8926 0.8556 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2383 0.9023 0.8677 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2124 0.9062 0.8717 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2118 0.9160 0.8835 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.9121 0.8760 +Completed interpolation from 82 to 89 +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 +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 +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 82 and 90: 23.58911895751953. +Interpolating between 82 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 0.2381 0.9121 0.8774 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2288 0.9121 0.8787 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2302 0.9082 0.8740 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2400 0.9023 0.8663 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2430 0.9043 0.8693 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2259 0.9121 0.8794 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2079 0.9102 0.8763 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2116 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.9121 0.8760 +Completed interpolation from 82 to 90 +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 +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 +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 82 and 91: 23.436498641967773. +Interpolating between 82 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 0.8726 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2427 0.9082 0.8733 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2357 0.9082 0.8760 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2377 0.9102 0.8808 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2311 0.9121 0.8831 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2147 0.9121 0.8806 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2033 0.9141 0.8824 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2113 0.9141 0.8804 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.9121 0.8760 +Completed interpolation from 82 to 91 +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 +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 +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 82 and 92: 21.2996883392334. +Interpolating between 82 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 0.2568 0.9102 0.8729 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2336 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2226 0.9082 0.8726 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2214 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2188 0.9062 0.8703 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2118 0.9062 0.8703 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2091 0.9043 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2186 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.9121 0.8760 +Completed interpolation from 82 to 92 +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 +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 +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 82 and 93: 22.746658325195312. +Interpolating between 82 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 0.2440 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2295 0.9043 0.8679 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2235 0.9102 0.8770 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2231 0.9160 0.8859 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2187 0.9082 0.8740 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2080 0.9121 0.8794 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2022 0.9160 0.8828 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2126 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.9121 0.8760 +Completed interpolation from 82 to 93 +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 +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 +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 82 and 94: 21.063095092773438. +Interpolating between 82 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 0.2411 0.9102 0.8708 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2236 0.9082 0.8669 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2235 0.9102 0.8686 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2322 0.9082 0.8661 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2282 0.9082 0.8669 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2097 0.9082 0.8683 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.1981 0.9102 0.8722 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2082 0.9102 0.8743 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.9121 0.8760 +Completed interpolation from 82 to 94 +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 +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 +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 82 and 95: 23.684858322143555. +Interpolating between 82 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 0.2392 0.9102 0.8763 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2293 0.9082 0.8753 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2303 0.8945 0.8601 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2379 0.8984 0.8660 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2387 0.9023 0.8711 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2209 0.9062 0.8737 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2013 0.9160 0.8847 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2075 0.9141 0.8804 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.9121 0.8760 +Completed interpolation from 82 to 95 +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 +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 +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 82 and 96: 23.41143035888672. +Interpolating between 82 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 0.2507 0.9141 0.8804 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2389 0.9141 0.8824 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2379 0.9102 0.8783 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2428 0.8965 0.8630 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2393 0.9023 0.8705 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2209 0.9062 0.8737 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2041 0.9121 0.8794 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2098 0.9160 0.8835 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.9121 0.8760 +Completed interpolation from 82 to 96 +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 +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 +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 82 and 97: 22.53121566772461. +Interpolating between 82 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 0.2450 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2301 0.9004 0.8618 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2240 0.8984 0.8610 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2224 0.9023 0.8670 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2194 0.9023 0.8663 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2093 0.9082 0.8740 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2049 0.9121 0.8787 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2149 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.9121 0.8760 +Completed interpolation from 82 to 97 +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 +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 +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 82 and 98: 23.500450134277344. +Interpolating between 82 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 0.2401 0.9082 0.8726 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2321 0.9062 0.8710 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2363 0.9062 0.8710 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2491 0.9043 0.8700 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2503 0.8984 0.8624 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2287 0.9082 0.8740 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2092 0.9062 0.8717 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2126 0.9102 0.8750 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.9121 0.8760 +Completed interpolation from 82 to 98 +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 +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 +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 82 and 99: 20.896244049072266. +Interpolating between 82 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 0.2227 0.9121 0.8747 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2062 0.9121 0.8747 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2032 0.9141 0.8778 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2076 0.9082 0.8712 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2081 0.9102 0.8743 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2018 0.9102 0.8743 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2014 0.9102 0.8743 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2143 0.9102 0.8736 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.9121 0.8760 +Completed interpolation from 82 to 99 +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 +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 +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 83 and 84: 21.632131576538086. +Interpolating between 83 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 0.2534 0.9219 0.8913 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2404 0.9180 0.8871 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2372 0.9160 0.8853 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2391 0.9121 0.8806 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2410 0.9082 0.8753 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2420 0.9082 0.8740 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2446 0.9043 0.8679 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2507 0.9082 0.8726 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2618 0.9082 0.8705 +Completed interpolation from 83 to 84 +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 +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 +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 83 and 85: 21.08563804626465. +Interpolating between 83 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 0.2611 0.9102 0.8736 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2502 0.9102 0.8729 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2433 0.9141 0.8791 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2392 0.9121 0.8767 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2370 0.9141 0.8791 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2360 0.9062 0.8681 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2383 0.9082 0.8705 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2462 0.9121 0.8753 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2618 0.9082 0.8705 +Completed interpolation from 83 to 85 +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 +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 +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 83 and 86: 22.09481430053711. +Interpolating between 83 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 0.2567 0.9004 0.8579 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2408 0.9043 0.8643 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2377 0.9004 0.8595 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2404 0.9082 0.8712 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2385 0.8965 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2341 0.9023 0.8649 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2353 0.9062 0.8703 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2446 0.9082 0.8719 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2618 0.9082 0.8705 +Completed interpolation from 83 to 86 +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 +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 +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 83 and 87: 21.25759506225586. +Interpolating between 83 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 0.2444 0.9004 0.8579 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2393 0.8984 0.8556 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2378 0.9082 0.8712 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2379 0.9102 0.8736 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2384 0.9082 0.8712 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2388 0.9082 0.8719 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2409 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2483 0.9121 0.8760 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2618 0.9082 0.8705 +Completed interpolation from 83 to 87 +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 +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 +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 83 and 88: 21.485960006713867. +Interpolating between 83 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 0.2364 0.9141 0.8791 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2306 0.9102 0.8736 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2302 0.9121 0.8774 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2316 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2327 0.9082 0.8726 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2338 0.9082 0.8719 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2374 0.9082 0.8719 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2464 0.9102 0.8736 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2618 0.9082 0.8705 +Completed interpolation from 83 to 88 +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 +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 +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 83 and 89: 21.2991886138916. +Interpolating between 83 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 0.2656 0.9082 0.8712 +[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 0.2553 0.9062 0.8689 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2528 0.9062 0.8681 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2491 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2475 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2493 0.9102 0.8743 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2542 0.9121 0.8760 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2618 0.9082 0.8705 +Completed interpolation from 83 to 89 +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 +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 +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 83 and 90: 21.08892822265625. +Interpolating between 83 and 90 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2574 0.9102 0.8722 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2453 0.9102 0.8722 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2396 0.9102 0.8736 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2379 0.9121 0.8767 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2386 0.9121 0.8767 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2398 0.9082 0.8712 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2417 0.9062 0.8689 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2457 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2525 0.9102 0.8736 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2618 0.9082 0.8705 +Completed interpolation from 83 to 90 +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 +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 +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 83 and 91: 20.962007522583008. +Interpolating between 83 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 0.2588 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2471 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2424 0.9082 0.8719 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2405 0.9062 0.8696 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2389 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2380 0.9043 0.8672 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2406 0.9082 0.8712 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2489 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2618 0.9082 0.8705 +Completed interpolation from 83 to 91 +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 +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 +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 83 and 92: 22.946603775024414. +Interpolating between 83 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 0.2533 0.9062 0.8667 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2365 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2339 0.9121 0.8780 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2382 0.9141 0.8817 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2399 0.9062 0.8723 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2388 0.9082 0.8753 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2412 0.9082 0.8747 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2482 0.9082 0.8733 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2618 0.9082 0.8705 +Completed interpolation from 83 to 92 +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 +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 +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 83 and 93: 21.63425636291504. +Interpolating between 83 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 0.2536 0.9102 0.8715 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2449 0.9121 0.8753 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2422 0.9082 0.8705 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2420 0.9102 0.8736 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2400 0.9082 0.8726 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2386 0.9141 0.8798 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2414 0.9102 0.8743 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2487 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2618 0.9082 0.8705 +Completed interpolation from 83 to 93 +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 +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 +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 83 and 94: 24.039518356323242. +Interpolating between 83 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 0.2311 0.9062 0.8644 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2245 0.9082 0.8661 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2597 0.8984 0.8523 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3168 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3205 0.8848 0.8529 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2590 0.8926 0.8615 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2167 0.9062 0.8756 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2237 0.9082 0.8747 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2618 0.9082 0.8705 +Completed interpolation from 83 to 94 +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 +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 +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 83 and 95: 21.00981903076172. +Interpolating between 83 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 0.2491 0.9121 0.8774 +[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 0.2368 0.9121 0.8780 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2365 0.9121 0.8787 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2389 0.9141 0.8811 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2401 0.9082 0.8733 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2431 0.9082 0.8733 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2504 0.9102 0.8743 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2618 0.9082 0.8705 +Completed interpolation from 83 to 95 +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 +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 +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 83 and 96: 21.237632751464844. +Interpolating between 83 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 0.2630 0.9160 0.8828 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2577 0.9102 0.8750 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2584 0.9121 0.8787 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2610 0.9102 0.8763 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2605 0.9102 0.8763 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2580 0.9121 0.8787 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2563 0.9082 0.8719 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2572 0.9121 0.8767 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2618 0.9082 0.8705 +Completed interpolation from 83 to 96 +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 +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 +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 83 and 97: 21.911518096923828. +Interpolating between 83 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 0.2495 0.9043 0.8658 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2396 0.9004 0.8610 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2397 0.9043 0.8679 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2397 0.9043 0.8686 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2391 0.9082 0.8747 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2379 0.9082 0.8740 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2401 0.9062 0.8703 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2480 0.9102 0.8750 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2618 0.9082 0.8705 +Completed interpolation from 83 to 97 +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 +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 +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 83 and 98: 21.41489601135254. +Interpolating between 83 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 0.2408 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2323 0.9102 0.8750 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2316 0.9062 0.8703 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2339 0.9062 0.8703 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2351 0.9082 0.8726 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2357 0.9082 0.8733 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2397 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2484 0.9082 0.8719 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2618 0.9082 0.8705 +Completed interpolation from 83 to 98 +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 +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 +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 83 and 99: 23.503890991210938. +Interpolating between 83 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 0.2169 0.9082 0.8691 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2063 0.9121 0.8767 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2226 0.9121 0.8787 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2429 0.9121 0.8819 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2407 0.9082 0.8773 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2269 0.9062 0.8730 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2255 0.9082 0.8747 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2373 0.9082 0.8733 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2618 0.9082 0.8705 +Completed interpolation from 83 to 99 +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 +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 +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 84 and 85: 21.954023361206055. +Interpolating between 84 and 85 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2756 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2684 0.9102 0.8736 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2642 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2638 0.9043 0.8658 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2644 0.9004 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2599 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2536 0.9121 0.8774 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2514 0.9121 0.8780 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2588 0.9180 0.8852 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2776 0.9160 0.8815 +Completed interpolation from 84 to 85 +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 +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 +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 84 and 86: 21.84169578552246. +Interpolating between 84 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 0.2580 0.9004 0.8587 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2434 0.9043 0.8635 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2406 0.9043 0.8650 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2434 0.9043 0.8650 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2415 0.8984 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2353 0.9082 0.8726 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2360 0.9141 0.8804 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2495 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2776 0.9160 0.8815 +Completed interpolation from 84 to 86 +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 +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 +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 84 and 87: 21.76007843017578. +Interpolating between 84 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 0.2443 0.9023 0.8611 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2416 0.9082 0.8705 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2436 0.9043 0.8650 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2488 0.9023 0.8626 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2515 0.9043 0.8650 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2509 0.9043 0.8650 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2504 0.9121 0.8767 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2582 0.9180 0.8846 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2776 0.9160 0.8815 +Completed interpolation from 84 to 87 +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 +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 +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 84 and 88: 22.198158264160156. +Interpolating between 84 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 0.2376 0.9180 0.8846 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2329 0.9121 0.8774 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2352 0.9121 0.8774 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2407 0.9102 0.8757 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2413 0.9082 0.8733 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2371 0.9141 0.8817 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2369 0.9199 0.8889 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2491 0.9219 0.8913 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2776 0.9160 0.8815 +Completed interpolation from 84 to 88 +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 +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 +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 84 and 89: 22.106142044067383. +Interpolating between 84 and 89 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2795 0.9062 0.8689 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2642 0.9082 0.8719 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2585 0.9023 0.8641 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2583 0.8965 0.8564 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2605 0.8965 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2608 0.9004 0.8640 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2562 0.9043 0.8693 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2526 0.9102 0.8763 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2578 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2776 0.9160 0.8815 +Completed interpolation from 84 to 89 +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 +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 +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 84 and 90: 21.71051025390625. +Interpolating between 84 and 90 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2574 0.9102 0.8722 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2434 0.9160 0.8809 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2373 0.9141 0.8791 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2375 0.9082 0.8712 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2411 0.9160 0.8828 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2446 0.9160 0.8835 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2463 0.9121 0.8780 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2495 0.9180 0.8859 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2584 0.9180 0.8852 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2776 0.9160 0.8815 +Completed interpolation from 84 to 90 +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 +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 +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 84 and 91: 21.56559181213379. +Interpolating between 84 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 0.2701 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2650 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2619 0.9121 0.8774 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2597 0.9102 0.8757 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2546 0.9102 0.8763 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2507 0.9121 0.8794 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2519 0.9141 0.8811 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2606 0.9219 0.8907 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2776 0.9160 0.8815 +Completed interpolation from 84 to 91 +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 +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 +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 84 and 92: 22.060596466064453. +Interpolating between 84 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 0.2544 0.9121 0.8760 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2349 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2306 0.9141 0.8804 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2336 0.9180 0.8871 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2333 0.9180 0.8871 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2333 0.9180 0.8871 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2392 0.9160 0.8841 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2532 0.9219 0.8907 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2776 0.9160 0.8815 +Completed interpolation from 84 to 92 +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 +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 +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 84 and 93: 21.400493621826172. +Interpolating between 84 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 0.2559 0.9102 0.8722 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2491 0.9082 0.8705 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2465 0.9141 0.8804 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2463 0.9141 0.8804 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2462 0.9121 0.8780 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2459 0.9141 0.8804 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2482 0.9180 0.8859 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2582 0.9180 0.8846 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2776 0.9160 0.8815 +Completed interpolation from 84 to 93 +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 +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 +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 84 and 94: 23.265413284301758. +Interpolating between 84 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 0.2331 0.9082 0.8683 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2206 0.9023 0.8596 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2396 0.9121 0.8760 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2742 0.9062 0.8717 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2779 0.9082 0.8804 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2440 0.9043 0.8759 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2176 0.9102 0.8821 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2281 0.9121 0.8800 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2776 0.9160 0.8815 +Completed interpolation from 84 to 94 +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 +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 +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 84 and 95: 21.6164493560791. +Interpolating between 84 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 0.2463 0.9160 0.8822 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2374 0.9160 0.8822 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2337 0.9141 0.8798 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2344 0.9141 0.8804 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2365 0.9180 0.8859 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2388 0.9219 0.8913 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2450 0.9199 0.8883 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2566 0.9199 0.8877 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2776 0.9160 0.8815 +Completed interpolation from 84 to 95 +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 +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 +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 84 and 96: 21.559316635131836. +Interpolating between 84 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 0.2610 0.9160 0.8828 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2532 0.9160 0.8835 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2522 0.9199 0.8907 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2545 0.9160 0.8865 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2551 0.9180 0.8889 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2534 0.9180 0.8877 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2534 0.9141 0.8817 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2603 0.9199 0.8883 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2776 0.9160 0.8815 +Completed interpolation from 84 to 96 +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 +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 +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 84 and 97: 21.482345581054688. +Interpolating between 84 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 0.2505 0.9082 0.8719 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2395 0.9062 0.8696 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2372 0.9023 0.8649 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2393 0.9062 0.8717 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2408 0.9102 0.8770 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2424 0.9082 0.8740 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2465 0.9141 0.8817 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2574 0.9199 0.8883 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2776 0.9160 0.8815 +Completed interpolation from 84 to 97 +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 +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 +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 84 and 98: 21.982269287109375. +Interpolating between 84 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 0.2433 0.9102 0.8736 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2359 0.9102 0.8757 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2367 0.9121 0.8780 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2410 0.9082 0.8740 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2422 0.9082 0.8747 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2399 0.9121 0.8794 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2419 0.9121 0.8794 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2528 0.9199 0.8889 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2776 0.9160 0.8815 +Completed interpolation from 84 to 98 +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 +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 +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 84 and 99: 22.604835510253906. +Interpolating between 84 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 0.2232 0.9082 0.8691 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2102 0.9141 0.8798 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2133 0.9102 0.8757 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2206 0.9102 0.8770 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2230 0.9141 0.8830 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2258 0.9043 0.8700 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2339 0.9082 0.8740 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2499 0.9180 0.8865 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2776 0.9160 0.8815 +Completed interpolation from 84 to 99 +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 +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 +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 85 and 86: 21.971817016601562. +Interpolating between 85 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 0.2627 0.9004 0.8587 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2488 0.8984 0.8564 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2440 0.8984 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2443 0.8984 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2457 0.8984 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2483 0.9082 0.8719 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2534 0.9121 0.8780 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2619 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2756 0.9102 0.8729 +Completed interpolation from 85 to 86 +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 +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 +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 85 and 87: 21.065567016601562. +Interpolating between 85 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 0.2442 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2400 0.9102 0.8736 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2394 0.9121 0.8767 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2414 0.9102 0.8743 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2454 0.9082 0.8712 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2502 0.9102 0.8743 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2563 0.9102 0.8736 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2644 0.9082 0.8705 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2756 0.9102 0.8729 +Completed interpolation from 85 to 87 +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 +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 +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 85 and 88: 21.182086944580078. +Interpolating between 85 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 0.2403 0.9160 0.8822 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2382 0.9160 0.8822 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2408 0.9141 0.8785 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2450 0.9102 0.8736 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2487 0.9082 0.8712 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2524 0.9121 0.8774 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2572 0.9141 0.8804 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2649 0.9121 0.8767 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2756 0.9102 0.8729 +Completed interpolation from 85 to 88 +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 +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 +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 85 and 89: 21.204875946044922. +Interpolating between 85 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 0.2676 0.9082 0.8719 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2612 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2588 0.9082 0.8726 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2586 0.9023 0.8649 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2600 0.9062 0.8703 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2612 0.9082 0.8726 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2631 0.9121 0.8774 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2677 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2756 0.9102 0.8729 +Completed interpolation from 85 to 89 +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 +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 +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 85 and 90: 21.088407516479492. +Interpolating between 85 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 0.2450 0.9121 0.8753 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2402 0.9141 0.8785 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2406 0.9180 0.8852 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2441 0.9141 0.8791 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2491 0.9121 0.8767 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2536 0.9121 0.8760 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2588 0.9121 0.8767 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2657 0.9121 0.8767 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2756 0.9102 0.8729 +Completed interpolation from 85 to 90 +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 +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 +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 85 and 91: 21.184030532836914. +Interpolating between 85 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 0.2652 0.9141 0.8791 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2594 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2590 0.9082 0.8719 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2603 0.9102 0.8750 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2606 0.9102 0.8750 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2610 0.9102 0.8743 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2633 0.9141 0.8791 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2685 0.9121 0.8760 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2756 0.9102 0.8729 +Completed interpolation from 85 to 91 +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 +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 +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 85 and 92: 23.19363021850586. +Interpolating between 85 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 0.2562 0.9121 0.8760 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2473 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2537 0.9062 0.8689 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2611 0.9082 0.8719 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2603 0.9062 0.8681 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2586 0.9082 0.8712 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2599 0.9102 0.8743 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2662 0.9121 0.8767 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2756 0.9102 0.8729 +Completed interpolation from 85 to 92 +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 +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 +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 85 and 93: 21.88118553161621. +Interpolating between 85 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 0.2636 0.9062 0.8652 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2650 0.9062 0.8659 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2706 0.9004 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2749 0.8926 0.8468 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2725 0.9004 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2686 0.9062 0.8689 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2677 0.9102 0.8736 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2700 0.9121 0.8767 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2756 0.9102 0.8729 +Completed interpolation from 85 to 93 +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 +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 +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 85 and 94: 24.12697410583496. +Interpolating between 85 and 94 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2751 0.9121 0.8739 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2308 0.9062 0.8636 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2400 0.9043 0.8596 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3190 0.8848 0.8228 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4220 0.8184 0.6782 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3746 0.8633 0.8128 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2631 0.9082 0.8792 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2308 0.9102 0.8789 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2436 0.9141 0.8811 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2756 0.9102 0.8729 +Completed interpolation from 85 to 94 +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 +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 +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 85 and 95: 21.180946350097656. +Interpolating between 85 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 0.2478 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2420 0.9141 0.8804 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2416 0.9102 0.8757 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2446 0.9102 0.8757 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2478 0.9082 0.8726 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2516 0.9082 0.8726 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2562 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2639 0.9102 0.8736 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2756 0.9102 0.8729 +Completed interpolation from 85 to 95 +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 +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 +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 85 and 96: 21.42119026184082. +Interpolating between 85 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 0.2649 0.9199 0.8871 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2670 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2783 0.9023 0.8626 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2864 0.9023 0.8634 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2834 0.9062 0.8681 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2759 0.9121 0.8767 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2719 0.9102 0.8736 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2726 0.9082 0.8705 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2756 0.9102 0.8729 +Completed interpolation from 85 to 96 +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 +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 +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 85 and 97: 22.085281372070312. +Interpolating between 85 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 0.2535 0.9023 0.8626 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2468 0.9023 0.8641 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2490 0.9062 0.8696 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2543 0.9082 0.8726 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2571 0.9062 0.8703 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2581 0.9082 0.8726 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2617 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2675 0.9102 0.8736 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2756 0.9102 0.8729 +Completed interpolation from 85 to 97 +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 +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 +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 85 and 98: 21.401546478271484. +Interpolating between 85 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 0.2450 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2388 0.9102 0.8750 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2405 0.9102 0.8757 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2455 0.9082 0.8740 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2500 0.9082 0.8733 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2533 0.9102 0.8757 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2576 0.9121 0.8780 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2642 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2756 0.9102 0.8729 +Completed interpolation from 85 to 98 +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 +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 +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 85 and 99: 23.675670623779297. +Interpolating between 85 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 0.2188 0.9102 0.8715 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2139 0.9160 0.8815 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2375 0.9180 0.8859 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2588 0.9062 0.8723 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2515 0.9043 0.8693 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2441 0.9043 0.8686 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2456 0.9102 0.8757 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2574 0.9121 0.8767 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2756 0.9102 0.8729 +Completed interpolation from 85 to 99 +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 +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 +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 86 and 87: 21.920562744140625. +Interpolating between 86 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 0.2371 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2304 0.9082 0.8733 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2300 0.9102 0.8763 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2323 0.9121 0.8787 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2342 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2355 0.9004 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2420 0.9023 0.8619 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2590 0.9023 0.8611 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2847 0.9004 0.8587 +Completed interpolation from 86 to 87 +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 +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 +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 86 and 88: 21.82358169555664. +Interpolating between 86 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 0.2372 0.9180 0.8846 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2328 0.9180 0.8852 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2340 0.9141 0.8804 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2377 0.9102 0.8750 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2397 0.9062 0.8689 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2416 0.9023 0.8619 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2477 0.9023 0.8619 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2621 0.8984 0.8556 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2847 0.9004 0.8587 +Completed interpolation from 86 to 88 +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 +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 +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 86 and 89: 21.824798583984375. +Interpolating between 86 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 0.2611 0.9121 0.8780 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2494 0.9062 0.8717 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2423 0.9023 0.8663 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2389 0.9023 0.8663 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2369 0.9043 0.8686 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2348 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2390 0.9043 0.8650 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2551 0.9023 0.8619 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2847 0.9004 0.8587 +Completed interpolation from 86 to 89 +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 +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 +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 86 and 90: 21.81365203857422. +Interpolating between 86 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 0.2379 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2275 0.9141 0.8811 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2253 0.9141 0.8817 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2273 0.9082 0.8733 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2278 0.9082 0.8733 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2285 0.9062 0.8689 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2359 0.9023 0.8626 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2552 0.9023 0.8611 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2847 0.9004 0.8587 +Completed interpolation from 86 to 90 +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 +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 +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 86 and 91: 22.06206703186035. +Interpolating between 86 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 0.2619 0.9062 0.8696 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2516 0.9062 0.8703 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2478 0.9023 0.8641 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2471 0.9043 0.8665 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2442 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2409 0.9023 0.8634 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2455 0.9043 0.8643 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2608 0.9043 0.8643 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2847 0.9004 0.8587 +Completed interpolation from 86 to 91 +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 +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 +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 86 and 92: 22.314294815063477. +Interpolating between 86 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 0.2518 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2343 0.9062 0.8674 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2346 0.9082 0.8705 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2420 0.9062 0.8674 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2432 0.9004 0.8603 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2417 0.9023 0.8626 +[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 0.2619 0.8984 0.8556 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2847 0.9004 0.8587 +Completed interpolation from 86 to 92 +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 +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 +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 86 and 93: 21.827295303344727. +Interpolating between 86 and 93 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2684 0.9121 0.8739 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2506 0.9102 0.8701 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2428 0.9102 0.8715 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2422 0.9082 0.8691 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2494 0.9023 0.8603 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2537 0.9004 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2500 0.9023 0.8611 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2528 0.9043 0.8635 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2645 0.9023 0.8619 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2847 0.9004 0.8587 +Completed interpolation from 86 to 93 +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 +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 +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 86 and 94: 23.2132568359375. +Interpolating between 86 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 0.2375 0.9082 0.8676 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2321 0.9004 0.8530 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2647 0.8906 0.8313 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3085 0.8770 0.8013 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2862 0.9023 0.8521 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2263 0.9102 0.8729 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2143 0.9043 0.8650 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2393 0.9023 0.8619 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2847 0.9004 0.8587 +Completed interpolation from 86 to 94 +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 +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 +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 86 and 95: 22.220678329467773. +Interpolating between 86 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 0.2437 0.9160 0.8828 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2333 0.9141 0.8804 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2298 0.9102 0.8757 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2337 0.9102 0.8763 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2349 0.9102 0.8750 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2346 0.9004 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2399 0.9004 0.8587 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2565 0.9023 0.8611 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2847 0.9004 0.8587 +Completed interpolation from 86 to 95 +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 +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 +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 86 and 96: 22.133947372436523. +Interpolating between 86 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 0.2565 0.9141 0.8798 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2497 0.9121 0.8774 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2507 0.9004 0.8595 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2566 0.9043 0.8650 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2607 0.9062 0.8674 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2556 0.9023 0.8619 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2552 0.9023 0.8611 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2652 0.9023 0.8611 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2847 0.9004 0.8587 +Completed interpolation from 86 to 96 +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 +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 +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 86 and 97: 21.741539001464844. +Interpolating between 86 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 0.2431 0.9062 0.8689 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2289 0.9062 0.8710 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2266 0.9082 0.8733 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2291 0.9062 0.8703 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2273 0.9062 0.8696 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2246 0.9043 0.8672 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2324 0.9082 0.8712 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2537 0.9023 0.8611 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2847 0.9004 0.8587 +Completed interpolation from 86 to 97 +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 +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 +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 86 and 98: 21.643217086791992. +Interpolating between 86 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 0.2431 0.9043 0.8658 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2343 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2325 0.9023 0.8649 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2333 0.9023 0.8649 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2338 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2357 0.9023 0.8626 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2436 0.9004 0.8587 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2603 0.9004 0.8587 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2847 0.9004 0.8587 +Completed interpolation from 86 to 98 +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 +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 +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 86 and 99: 22.768991470336914. +Interpolating between 86 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 0.2213 0.9102 0.8715 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2117 0.9102 0.8722 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2241 0.9043 0.8612 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2440 0.8984 0.8514 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2425 0.9043 0.8604 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2349 0.9004 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2400 0.9023 0.8603 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2577 0.9004 0.8579 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2847 0.9004 0.8587 +Completed interpolation from 86 to 99 +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 +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 +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 87 and 88: 21.340654373168945. +Interpolating between 87 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 0.2394 0.9141 0.8791 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2360 0.9121 0.8767 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2373 0.9121 0.8767 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2395 0.9082 0.8719 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2402 0.9062 0.8696 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2393 0.9082 0.8726 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2392 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2425 0.9082 0.8705 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2546 0.9023 0.8603 +Completed interpolation from 87 to 88 +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 +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 +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 87 and 89: 21.375455856323242. +Interpolating between 87 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 0.2650 0.9062 0.8689 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2561 0.9062 0.8703 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2510 0.9043 0.8679 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2480 0.9004 0.8625 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2455 0.8965 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2427 0.8984 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2405 0.8965 0.8532 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2427 0.9062 0.8667 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2546 0.9023 0.8603 +Completed interpolation from 87 to 89 +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 +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 +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 87 and 90: 21.03034210205078. +Interpolating between 87 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 0.2428 0.9102 0.8722 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2353 0.9082 0.8705 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2325 0.9062 0.8681 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2325 0.9082 0.8712 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2333 0.9082 0.8719 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2344 0.9062 0.8689 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2368 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2424 0.9043 0.8643 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2546 0.9023 0.8603 +Completed interpolation from 87 to 90 +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 +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 +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 87 and 91: 21.18648338317871. +Interpolating between 87 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 0.2687 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2633 0.9121 0.8767 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2607 0.9082 0.8719 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2577 0.9082 0.8719 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2526 0.9121 0.8774 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2480 0.9121 0.8767 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2464 0.9043 0.8643 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2480 0.9023 0.8611 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2546 0.9023 0.8603 +Completed interpolation from 87 to 91 +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 +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 +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 87 and 92: 23.061477661132812. +Interpolating between 87 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 0.2576 0.9082 0.8698 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2482 0.9023 0.8611 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2542 0.9082 0.8705 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2608 0.9102 0.8736 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2536 0.9121 0.8760 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2439 0.9102 0.8736 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2387 0.9102 0.8736 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2416 0.9102 0.8736 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2546 0.9023 0.8603 +Completed interpolation from 87 to 92 +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 +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 +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 87 and 93: 21.81928825378418. +Interpolating between 87 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 0.2656 0.9062 0.8652 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2679 0.9062 0.8659 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2724 0.9043 0.8627 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2719 0.9023 0.8611 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2614 0.9023 0.8611 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2497 0.9062 0.8674 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2444 0.9062 0.8674 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2467 0.9023 0.8611 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2546 0.9023 0.8603 +Completed interpolation from 87 to 93 +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 +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 +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 87 and 94: 24.03427505493164. +Interpolating between 87 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 0.2294 0.9043 0.8612 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2312 0.9082 0.8661 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2933 0.8965 0.8473 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3842 0.8867 0.8407 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3565 0.8652 0.8296 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2599 0.8926 0.8635 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2235 0.8984 0.8653 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2253 0.9160 0.8847 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2546 0.9023 0.8603 +Completed interpolation from 87 to 94 +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 +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 +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 87 and 95: 21.225248336791992. +Interpolating between 87 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 0.2506 0.9160 0.8822 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2462 0.9141 0.8798 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2438 0.9082 0.8719 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2424 0.9023 0.8641 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2412 0.9082 0.8726 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2389 0.9102 0.8743 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2393 0.9082 0.8712 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2441 0.9043 0.8643 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2546 0.9023 0.8603 +Completed interpolation from 87 to 95 +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 +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 +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 87 and 96: 21.392589569091797. +Interpolating between 87 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 0.2728 0.9141 0.8791 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2812 0.9102 0.8736 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2947 0.9023 0.8626 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2940 0.9043 0.8650 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2812 0.9043 0.8650 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2672 0.9082 0.8705 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2575 0.9023 0.8611 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2536 0.8984 0.8547 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2546 0.9023 0.8603 +Completed interpolation from 87 to 96 +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 +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 +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 87 and 97: 21.810222625732422. +Interpolating between 87 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 0.2530 0.9023 0.8626 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2445 0.9043 0.8665 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2436 0.9062 0.8710 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2438 0.9043 0.8686 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2424 0.9062 0.8717 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2390 0.9062 0.8710 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2381 0.9141 0.8804 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2419 0.9082 0.8705 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2546 0.9023 0.8603 +Completed interpolation from 87 to 97 +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 +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 +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 87 and 98: 21.462295532226562. +Interpolating between 87 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 0.2418 0.9141 0.8791 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2323 0.9121 0.8780 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2312 0.9102 0.8763 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2325 0.9102 0.8763 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2324 0.9043 0.8686 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2313 0.9062 0.8710 +[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 0.2384 0.9062 0.8674 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2546 0.9023 0.8603 +Completed interpolation from 87 to 98 +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 +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 +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 87 and 99: 23.553239822387695. +Interpolating between 87 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 0.2203 0.9121 0.8753 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2138 0.9160 0.8828 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2319 0.9121 0.8787 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2491 0.9082 0.8753 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2456 0.9082 0.8760 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2317 0.9062 0.8710 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2273 0.9043 0.8679 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2347 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2546 0.9023 0.8603 +Completed interpolation from 87 to 99 +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 +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 +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 88 and 89: 21.204294204711914. +Interpolating between 88 and 89 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2795 0.9062 0.8689 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2665 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2586 0.9121 0.8774 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2539 0.9043 0.8672 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2511 0.9023 0.8641 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2476 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2424 0.9121 0.8767 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2402 0.9141 0.8791 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2423 0.9160 0.8815 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2486 0.9160 0.8815 +Completed interpolation from 88 to 89 +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 +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 +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 88 and 90: 21.319400787353516. +Interpolating between 88 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 0.2431 0.9160 0.8809 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2371 0.9141 0.8791 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2362 0.9141 0.8811 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2373 0.9102 0.8757 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2378 0.9102 0.8757 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2370 0.9121 0.8774 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2367 0.9121 0.8760 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2404 0.9121 0.8760 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2486 0.9160 0.8815 +Completed interpolation from 88 to 90 +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 +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 +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 88 and 91: 21.502004623413086. +Interpolating between 88 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 0.2626 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2533 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2499 0.9102 0.8743 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2478 0.9082 0.8719 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2433 0.9062 0.8689 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2388 0.9082 0.8712 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2365 0.9062 0.8674 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2394 0.9102 0.8729 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2486 0.9160 0.8815 +Completed interpolation from 88 to 91 +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 +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 +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 88 and 92: 23.199966430664062. +Interpolating between 88 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 0.2503 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2370 0.9082 0.8705 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2444 0.9102 0.8736 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2535 0.9082 0.8712 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2509 0.9062 0.8681 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2421 0.9082 0.8705 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2356 0.9141 0.8778 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2380 0.9141 0.8785 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2486 0.9160 0.8815 +Completed interpolation from 88 to 92 +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 +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 +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 88 and 93: 22.051271438598633. +Interpolating between 88 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 0.2516 0.9102 0.8715 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2455 0.9043 0.8643 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2494 0.9023 0.8611 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2539 0.8984 0.8556 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2504 0.9082 0.8698 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2416 0.9082 0.8698 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2364 0.9102 0.8722 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2390 0.9141 0.8785 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2486 0.9160 0.8815 +Completed interpolation from 88 to 93 +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 +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 +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 88 and 94: 24.00200653076172. +Interpolating between 88 and 94 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2751 0.9121 0.8739 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2306 0.9082 0.8669 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2361 0.9043 0.8588 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3108 0.8730 0.7988 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4149 0.7832 0.5647 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3556 0.8730 0.8116 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2478 0.8926 0.8556 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2115 0.9121 0.8787 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2194 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2486 0.9160 0.8815 +Completed interpolation from 88 to 94 +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 +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 +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 88 and 95: 21.6701602935791. +Interpolating between 88 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 0.2457 0.9102 0.8750 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2380 0.9082 0.8726 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2358 0.9004 0.8633 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2379 0.9023 0.8670 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2391 0.9023 0.8670 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2347 0.9023 0.8649 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2324 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2368 0.9141 0.8791 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2486 0.9160 0.8815 +Completed interpolation from 88 to 95 +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 +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 +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 88 and 96: 21.708036422729492. +Interpolating between 88 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 0.2639 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2602 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2636 0.9023 0.8626 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2679 0.9004 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2648 0.9062 0.8689 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2556 0.9082 0.8719 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2467 0.9141 0.8785 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2441 0.9180 0.8840 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2486 0.9160 0.8815 +Completed interpolation from 88 to 96 +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 +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 +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 88 and 97: 22.117088317871094. +Interpolating between 88 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 0.9043 0.8658 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2394 0.8984 0.8579 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2399 0.9004 0.8618 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2433 0.9043 0.8679 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2444 0.9062 0.8710 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2413 0.9043 0.8672 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2384 0.9141 0.8798 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2401 0.9160 0.8815 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2486 0.9160 0.8815 +Completed interpolation from 88 to 97 +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 +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 +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 88 and 98: 21.321577072143555. +Interpolating between 88 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 0.2421 0.9121 0.8760 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2333 0.9141 0.8798 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2324 0.9160 0.8835 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2342 0.9121 0.8787 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2351 0.9102 0.8763 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2351 0.9082 0.8726 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2365 0.9102 0.8743 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2405 0.9160 0.8822 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2486 0.9160 0.8815 +Completed interpolation from 88 to 98 +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 +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 +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 88 and 99: 23.635414123535156. +Interpolating between 88 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 0.2147 0.9102 0.8715 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2105 0.9102 0.8729 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2469 0.9199 0.8889 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2824 0.9062 0.8717 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2627 0.8984 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2362 0.9023 0.8656 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2278 0.9043 0.8679 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2325 0.9121 0.8767 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2486 0.9160 0.8815 +Completed interpolation from 88 to 99 +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 +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 +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 89 and 90: 21.25754165649414. +Interpolating between 89 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 0.2429 0.9160 0.8809 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2377 0.9043 0.8650 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2378 0.9082 0.8719 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2412 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2437 0.9043 0.8679 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2464 0.9062 0.8710 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2515 0.9043 0.8679 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2618 0.9082 0.8726 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2795 0.9062 0.8689 +Completed interpolation from 89 to 90 +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 +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 +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 89 and 91: 21.456167221069336. +Interpolating between 89 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 0.2642 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2565 0.9062 0.8696 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2555 0.8984 0.8595 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2568 0.9023 0.8649 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2558 0.9082 0.8733 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2552 0.9102 0.8757 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2580 0.9082 0.8726 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2654 0.9102 0.8743 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2795 0.9062 0.8689 +Completed interpolation from 89 to 91 +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 +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 +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 89 and 92: 23.178707122802734. +Interpolating between 89 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 0.9043 0.8650 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2433 0.9023 0.8626 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2549 0.8984 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2652 0.8965 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2600 0.8984 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2536 0.9004 0.8625 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2553 0.9043 0.8679 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2647 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2795 0.9062 0.8689 +Completed interpolation from 89 to 92 +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 +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 +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 89 and 93: 21.95270347595215. +Interpolating between 89 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 0.2620 0.9023 0.8596 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2620 0.9023 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2683 0.9023 0.8603 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2754 0.8945 0.8500 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2732 0.8926 0.8476 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2668 0.8965 0.8548 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2646 0.9004 0.8595 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2691 0.9082 0.8705 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2795 0.9062 0.8689 +Completed interpolation from 89 to 93 +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 +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 +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 89 and 94: 24.05028533935547. +Interpolating between 89 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 0.2341 0.9023 0.8588 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2325 0.9043 0.8604 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2810 0.8887 0.8319 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3502 0.8750 0.8025 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3171 0.9004 0.8603 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2441 0.9082 0.8760 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2283 0.9043 0.8693 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2462 0.9082 0.8733 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2795 0.9062 0.8689 +Completed interpolation from 89 to 94 +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 +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 +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 89 and 95: 21.525346755981445. +Interpolating between 89 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 0.2500 0.9160 0.8822 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2470 0.9102 0.8757 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2478 0.9062 0.8703 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2506 0.9062 0.8717 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2526 0.9043 0.8686 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2534 0.9023 0.8656 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2561 0.9062 0.8703 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2639 0.9062 0.8696 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2795 0.9062 0.8689 +Completed interpolation from 89 to 95 +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 +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 +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 89 and 96: 21.637510299682617. +Interpolating between 89 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 0.2658 0.9141 0.8798 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2678 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2802 0.9023 0.8649 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2884 0.8965 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2862 0.8984 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2768 0.9023 0.8634 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2712 0.9043 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2719 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2795 0.9062 0.8689 +Completed interpolation from 89 to 96 +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 +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 +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 89 and 97: 22.157472610473633. +Interpolating between 89 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 0.2497 0.9023 0.8634 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2413 0.9043 0.8672 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2441 0.9023 0.8641 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2501 0.9023 0.8649 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2525 0.9043 0.8679 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2544 0.9043 0.8679 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2588 0.9043 0.8679 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2662 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2795 0.9062 0.8689 +Completed interpolation from 89 to 97 +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 +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 +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 89 and 98: 21.194202423095703. +Interpolating between 89 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 0.2436 0.9062 0.8681 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2356 0.9043 0.8658 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2351 0.8984 0.8595 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2388 0.9004 0.8633 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2425 0.9062 0.8723 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2456 0.9043 0.8693 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2517 0.9062 0.8710 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2622 0.9102 0.8750 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2795 0.9062 0.8689 +Completed interpolation from 89 to 98 +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 +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 +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 89 and 99: 23.671903610229492. +Interpolating between 89 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 0.9102 0.8715 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2188 0.9121 0.8753 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2540 0.8984 0.8547 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2853 0.8965 0.8556 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2608 0.8984 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2401 0.9004 0.8625 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2423 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2571 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2795 0.9062 0.8689 +Completed interpolation from 89 to 99 +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 +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 +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 90 and 91: 21.11721420288086. +Interpolating between 90 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 0.2666 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2585 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2532 0.9102 0.8743 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2497 0.9102 0.8743 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2453 0.9121 0.8774 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2416 0.9121 0.8767 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2411 0.9121 0.8760 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2456 0.9160 0.8809 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2574 0.9102 0.8722 +Completed interpolation from 90 to 91 +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 +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 +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 90 and 92: 23.060314178466797. +Interpolating between 90 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 0.2541 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2404 0.9082 0.8705 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2418 0.9082 0.8712 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2454 0.9141 0.8804 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2402 0.9180 0.8865 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2337 0.9199 0.8889 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2326 0.9180 0.8859 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2414 0.9141 0.8791 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2574 0.9102 0.8722 +Completed interpolation from 90 to 92 +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 +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 +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 90 and 93: 21.818742752075195. +Interpolating between 90 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 0.2562 0.9023 0.8619 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2520 0.9043 0.8650 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2536 0.9062 0.8681 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2531 0.9062 0.8681 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2480 0.9102 0.8729 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2412 0.9141 0.8791 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2393 0.9121 0.8760 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2449 0.9141 0.8778 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2574 0.9102 0.8722 +Completed interpolation from 90 to 93 +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 +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 +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 90 and 94: 24.07549285888672. +Interpolating between 90 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 0.2309 0.9043 0.8612 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2284 0.9023 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2752 0.8984 0.8497 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3448 0.8984 0.8488 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3296 0.9004 0.8675 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2471 0.9023 0.8724 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2151 0.9141 0.8848 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2235 0.9160 0.8841 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2574 0.9102 0.8722 +Completed interpolation from 90 to 94 +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 +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 +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 90 and 95: 21.1461124420166. +Interpolating between 90 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 0.2508 0.9180 0.8846 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2451 0.9160 0.8815 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2419 0.9180 0.8840 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2408 0.9121 0.8760 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2400 0.9180 0.8846 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2386 0.9141 0.8791 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2401 0.9160 0.8815 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2454 0.9121 0.8753 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2574 0.9102 0.8722 +Completed interpolation from 90 to 95 +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 +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 +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 90 and 96: 21.32062339782715. +Interpolating between 90 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 0.2644 0.9160 0.8822 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2632 0.9160 0.8822 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2689 0.9082 0.8719 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2694 0.9082 0.8719 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2628 0.9102 0.8743 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2532 0.9062 0.8681 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2486 0.9043 0.8658 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2500 0.9102 0.8722 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2574 0.9102 0.8722 +Completed interpolation from 90 to 96 +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 +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 +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 90 and 97: 21.86701011657715. +Interpolating between 90 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 0.2523 0.9023 0.8626 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2442 0.9023 0.8634 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2431 0.9043 0.8672 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2427 0.9023 0.8641 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2400 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2383 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2392 0.9082 0.8712 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2455 0.9160 0.8815 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2574 0.9102 0.8722 +Completed interpolation from 90 to 97 +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 +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 +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 90 and 98: 21.19938087463379. +Interpolating between 90 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 0.2404 0.9102 0.8736 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2294 0.9102 0.8750 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2260 0.9082 0.8733 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2259 0.9102 0.8763 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2263 0.9121 0.8787 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2266 0.9141 0.8811 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2301 0.9160 0.8828 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2396 0.9180 0.8846 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2574 0.9102 0.8722 +Completed interpolation from 90 to 98 +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 +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 +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 90 and 99: 23.595041275024414. +Interpolating between 90 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 0.2204 0.9102 0.8722 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2130 0.9141 0.8791 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2261 0.9141 0.8804 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2410 0.9141 0.8804 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2367 0.9160 0.8835 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2246 0.9141 0.8817 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2247 0.9160 0.8828 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2362 0.9141 0.8791 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2574 0.9102 0.8722 +Completed interpolation from 90 to 99 +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 +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 +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 91 and 92: 22.902294158935547. +Interpolating between 91 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 0.2518 0.9102 0.8729 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2361 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2367 0.9102 0.8750 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2455 0.9102 0.8770 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2501 0.9062 0.8723 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2517 0.9043 0.8693 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2578 0.9082 0.8733 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2672 0.9062 0.8703 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2774 0.9141 0.8791 +Completed interpolation from 91 to 92 +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 +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 +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 91 and 93: 21.610319137573242. +Interpolating between 91 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 0.2546 0.9043 0.8627 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2471 0.9023 0.8611 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2466 0.9062 0.8689 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2491 0.9082 0.8726 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2492 0.9102 0.8757 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2472 0.9102 0.8757 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2497 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2602 0.9121 0.8767 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2774 0.9141 0.8791 +Completed interpolation from 91 to 93 +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 +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 +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 91 and 94: 23.947046279907227. +Interpolating between 91 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 0.2303 0.9062 0.8644 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2269 0.9023 0.8580 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2707 0.8984 0.8547 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3403 0.9043 0.8707 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3471 0.8652 0.8353 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2755 0.8809 0.8509 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2338 0.8965 0.8638 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2436 0.9004 0.8633 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2774 0.9141 0.8791 +Completed interpolation from 91 to 94 +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 +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 +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 91 and 95: 21.043832778930664. +Interpolating between 91 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 0.2519 0.9160 0.8822 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2479 0.9121 0.8774 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2480 0.9062 0.8703 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2497 0.9043 0.8679 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2510 0.9082 0.8726 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2526 0.9062 0.8703 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2574 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2653 0.9102 0.8743 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2774 0.9141 0.8791 +Completed interpolation from 91 to 95 +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 +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 +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 91 and 96: 21.145381927490234. +Interpolating between 91 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 0.2610 0.9180 0.8852 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2517 0.9141 0.8804 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2483 0.9102 0.8743 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2508 0.9141 0.8804 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2537 0.9102 0.8750 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2554 0.9082 0.8719 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2586 0.9082 0.8719 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2661 0.9121 0.8767 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2774 0.9141 0.8791 +Completed interpolation from 91 to 96 +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 +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 +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 91 and 97: 21.72135353088379. +Interpolating between 91 and 97 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2718 0.9043 0.8650 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2513 0.9043 0.8658 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2423 0.9062 0.8696 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2414 0.9043 0.8679 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2434 0.9043 0.8679 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2454 0.9043 0.8686 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2475 0.9062 0.8703 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2532 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2643 0.9102 0.8743 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2774 0.9141 0.8791 +Completed interpolation from 91 to 97 +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 +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 +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 91 and 98: 21.425851821899414. +Interpolating between 91 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 0.2451 0.9082 0.8698 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2384 0.9062 0.8681 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2384 0.9043 0.8679 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2436 0.9043 0.8679 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2491 0.9062 0.8710 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2530 0.9062 0.8703 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2573 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2655 0.9082 0.8719 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2774 0.9141 0.8791 +Completed interpolation from 91 to 98 +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 +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 +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 91 and 99: 23.41315460205078. +Interpolating between 91 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 0.2155 0.9102 0.8722 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2080 0.9180 0.8859 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2279 0.9121 0.8800 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2516 0.9004 0.8675 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2528 0.8984 0.8653 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2424 0.8965 0.8609 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2423 0.9023 0.8656 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2567 0.9043 0.8672 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2774 0.9141 0.8791 +Completed interpolation from 91 to 99 +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 +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 +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 92 and 93: 22.193307876586914. +Interpolating between 92 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 0.2512 0.9082 0.8698 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2433 0.9121 0.8774 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2402 0.9062 0.8703 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2379 0.9062 0.8703 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2357 0.9062 0.8696 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2340 0.9082 0.8719 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2392 0.9121 0.8767 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2563 0.9102 0.8729 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2933 0.9043 0.8635 +Completed interpolation from 92 to 93 +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 +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 +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 92 and 94: 22.057964324951172. +Interpolating between 92 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 0.2399 0.9082 0.8683 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2258 0.9043 0.8612 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2302 0.9062 0.8644 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2406 0.9082 0.8683 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2362 0.9043 0.8650 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2194 0.9062 0.8696 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2134 0.9121 0.8780 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2367 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2933 0.9043 0.8635 +Completed interpolation from 92 to 94 +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 +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 +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 92 and 95: 23.119375228881836. +Interpolating between 92 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 0.2488 0.9121 0.8774 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2416 0.9121 0.8780 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2392 0.9082 0.8733 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2422 0.9082 0.8733 +[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 0.9121 0.8780 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2389 0.9082 0.8719 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2542 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2933 0.9043 0.8635 +Completed interpolation from 92 to 95 +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 +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 +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 92 and 96: 22.91533660888672. +Interpolating between 92 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 0.2577 0.9141 0.8804 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2493 0.9199 0.8901 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2486 0.9199 0.8907 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2538 0.9023 0.8691 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2529 0.9062 0.8737 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2444 0.9102 0.8770 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2404 0.9160 0.8835 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2536 0.9102 0.8729 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2933 0.9043 0.8635 +Completed interpolation from 92 to 96 +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 +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 +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 92 and 97: 22.08455467224121. +Interpolating between 92 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 0.2524 0.9023 0.8634 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2427 0.8984 0.8595 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2405 0.9023 0.8663 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2415 0.9004 0.8633 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2396 0.8984 0.8602 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2372 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2421 0.9102 0.8736 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2591 0.9121 0.8760 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2933 0.9043 0.8635 +Completed interpolation from 92 to 97 +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 +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 +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 92 and 98: 23.030384063720703. +Interpolating between 92 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 0.2462 0.9062 0.8689 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2381 0.9121 0.8780 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2369 0.9121 0.8787 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2412 0.9102 0.8763 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2431 0.9062 0.8703 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2384 0.9082 0.8712 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2384 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2533 0.9121 0.8760 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2933 0.9043 0.8635 +Completed interpolation from 92 to 98 +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 +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 +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 92 and 99: 21.278606414794922. +Interpolating between 92 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 0.2295 0.9102 0.8715 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2170 0.9102 0.8722 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2131 0.9121 0.8753 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2152 0.9062 0.8674 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2166 0.9082 0.8705 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2195 0.9102 0.8736 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2318 0.9043 0.8643 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2557 0.9082 0.8698 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2933 0.9043 0.8635 +Completed interpolation from 92 to 99 +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 +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 +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 93 and 94: 23.374177932739258. +Interpolating between 93 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 0.2325 0.9102 0.8708 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2201 0.9102 0.8701 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2377 0.9102 0.8722 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2717 0.9141 0.8824 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2788 0.9043 0.8747 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2439 0.8984 0.8667 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2169 0.9082 0.8760 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2277 0.9102 0.8757 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2684 0.9121 0.8739 +Completed interpolation from 93 to 94 +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 +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 +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 93 and 95: 21.843202590942383. +Interpolating between 93 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 0.2529 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2510 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2499 0.9121 0.8780 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2536 0.9082 0.8740 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2578 0.9121 0.8787 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2567 0.9141 0.8811 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2554 0.9082 0.8712 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2583 0.9121 0.8753 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2684 0.9121 0.8739 +Completed interpolation from 93 to 95 +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 +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 +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 93 and 96: 21.501684188842773. +Interpolating between 93 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 0.2571 0.9180 0.8846 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2452 0.9121 0.8767 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2403 0.9121 0.8767 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2411 0.9082 0.8705 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2422 0.9023 0.8619 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2421 0.9043 0.8650 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2449 0.9062 0.8667 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2530 0.9023 0.8603 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2684 0.9121 0.8739 +Completed interpolation from 93 to 96 +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 +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 +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 93 and 97: 21.477951049804688. +Interpolating between 93 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 0.2493 0.9062 0.8689 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2382 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2364 0.9043 0.8665 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2391 0.9043 0.8665 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2405 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2406 0.9004 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2437 0.9023 0.8611 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2525 0.9082 0.8698 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2684 0.9121 0.8739 +Completed interpolation from 93 to 97 +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 +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 +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 93 and 98: 21.897335052490234. +Interpolating between 93 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 0.2487 0.9102 0.8729 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2432 0.9023 0.8626 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2439 0.8984 0.8571 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2488 0.9023 0.8626 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2533 0.8965 0.8548 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2544 0.8965 0.8548 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2548 0.8984 0.8564 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2583 0.8984 0.8556 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2684 0.9121 0.8739 +Completed interpolation from 93 to 98 +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 +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 +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 93 and 99: 22.635391235351562. +Interpolating between 93 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 0.2216 0.9102 0.8722 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2079 0.9102 0.8729 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2092 0.9102 0.8757 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2173 0.9062 0.8710 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2191 0.9082 0.8740 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2183 0.9102 0.8763 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2247 0.9062 0.8703 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2414 0.9102 0.8736 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2684 0.9121 0.8739 +Completed interpolation from 93 to 99 +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 +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 +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 94 and 95: 24.16517448425293. +Interpolating between 94 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 0.2246 0.9102 0.8770 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2176 0.9082 0.8786 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2610 0.8965 0.8665 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3479 0.8828 0.8507 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3620 0.9121 0.8787 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2857 0.8984 0.8514 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2288 0.9023 0.8588 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2284 0.9023 0.8588 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2751 0.9121 0.8739 +Completed interpolation from 94 to 95 +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 +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 +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 94 and 96: 23.907405853271484. +Interpolating between 94 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 0.2350 0.9160 0.8835 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2327 0.9004 0.8682 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2822 0.8828 0.8537 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3453 0.8535 0.8244 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3347 0.8848 0.8543 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2648 0.9004 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2224 0.9023 0.8596 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2279 0.9102 0.8708 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2751 0.9121 0.8739 +Completed interpolation from 94 to 96 +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 +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 +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 94 and 97: 23.210350036621094. +Interpolating between 94 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 0.2313 0.9082 0.8726 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2155 0.8984 0.8617 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2270 0.9023 0.8684 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2489 0.8965 0.8594 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2475 0.8965 0.8515 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2326 0.8984 0.8523 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2249 0.9062 0.8629 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2380 0.9062 0.8652 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2751 0.9121 0.8739 +Completed interpolation from 94 to 97 +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 +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 +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 94 and 98: 23.964208602905273. +Interpolating between 94 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 0.2230 0.9121 0.8787 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2129 0.9082 0.8753 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2472 0.9082 0.8766 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3302 0.9062 0.8636 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3425 0.8906 0.8303 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2733 0.8984 0.8488 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2299 0.9043 0.8596 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2325 0.9082 0.8669 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2751 0.9121 0.8739 +Completed interpolation from 94 to 98 +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 +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 +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 94 and 99: 21.343442916870117. +Interpolating between 94 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 0.2200 0.9102 0.8729 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2075 0.9102 0.8729 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2118 0.9102 0.8736 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2218 0.9043 0.8650 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2251 0.9082 0.8698 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2228 0.9102 0.8715 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2273 0.9082 0.8683 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2445 0.9102 0.8715 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2751 0.9121 0.8739 +Completed interpolation from 94 to 99 +Wrote the values to ../logs/NLI/qqp_berts/qqp_interpol@34110steps/interpol_qqp_validation18.pkl!